Merged in feature/proc-desc (pull request #400)

feature/proc desc

* Update crosswalks - individual code level

* add embeddings

* Update embeddings

* Proc mappings

* code description mapping for PROC codes

* Code map bug fixes

* docstrings

* Initialize Rev and Diag descriptions

* Add 0 to front for rev codes

* Comments

* Merged main into feature/proc-desc

* Comments

* Separate grouper and diag codes

* add grouper version

* Bugfix"

* Add admit type code

* add proc mod description

* Add bill type pos mapping

* Merged main into feature/proc-desc

* Uncomment test code

* Bugfix

* Remove test.py

* list bugfix

* Merged main into feature/proc-desc

* concurrency


Approved-by: Alex Galarce

fieldExtraction/.gitignore

@@ -67,6 +67,7 @@ streamlit/venv
 textfiles/
 texts/
 *.csv
+!crosswalk/mapping_csvs/*/*.csv
 *.json
 !crosswalk/mappings/*.json
 !src/prompts/*.json

fieldExtraction/crosswalk/crosswalk_utils.py

@@ -23,11 +23,16 @@ class CrosswalkBuilder:
         Returns:
             CrosswalkBuilder: the builder instance for method chaining
         """
-        if sheet_name is None:
-            # If sheet_name is not provided, read the first sheet
-            df = pd.read_excel(path, sheet_name=0)
+        if ".xlsx" in path:
+            if sheet_name is None:
+                # If sheet_name is not provided, read the first sheet
+                df = pd.read_excel(path, sheet_name=0)
+            else:
+                df = pd.read_excel(path, sheet_name=sheet_name)
+        elif ".csv" in path:
+            df = pd.read_csv(path)
         else:
-            df = pd.read_excel(path, sheet_name=sheet_name)
+            raise ValueError(f"Extension '{path.split(".")[-1]}' not a valid file extension.")
 
         if from_col not in df.columns:
             raise ValueError(f"Column '{from_col}' not found in the excel file")
@@ -64,6 +69,30 @@ class CrosswalkBuilder:
         self.mapping = mapping
         return self
 
+    def from_df(
+        self,
+        df: pd.DataFrame,
+        from_col: str,
+        to_col: str
+    ) -> "CrosswalkBuilder":
+        """Load mapping from a DataFrame
+
+        Args:
+            df (pd.DataFrame): DataFrame containing the mapping
+            from_col (str): Column name for keys
+            to_col (str): Column name for values
+
+        Returns:
+            CrosswalkBuilder: the builder instance for method chaining
+        """
+        self.metadata = {
+            "from_col": from_col,
+            "to_col": to_col,
+        }
+        self.mapping = dict(zip(df[from_col], df[to_col]))
+        return self
+
+
     def from_json(self, path: str) -> "CrosswalkBuilder":
         """Load mapping from a JSON file
 

fieldExtraction/crosswalk/mapping_csvs/admit_type_cd/admit_mapping.csv

@@ -0,0 +1,7 @@
+Code,Description
+1,Emergency
+2,Urgent
+3,Elective
+4,Newborn
+5,Trauma Center
+9,Information Not Available

fieldExtraction/crosswalk/mapping_csvs/bill_type_cd/bill_type_pos_mapping.csv

@@ -0,0 +1,76 @@
+BILL_TYPE_CD,PLACE_OF_SERVICE,DESCRIPTION
+013,22,Outpatient Hospital
+0131,22,Outpatient Hospital
+0137,22,Outpatient Hospital
+0133,22,Outpatient Hospital
+0722,65,End-Stage Renal Disease Treatment Facility
+0732,49,Independent Clinic
+0763,53,Community Mental Health Center
+0811,34,Hospice
+0121,21,Inpatient Hospital
+0135,22,Outpatient Hospital
+0138,22,Outpatient Hospital
+0222,31,Skilled Nursing Facility
+0233,32,Nursing Facility
+0327,12,Home
+0437,22,Outpatient Hospital
+0835,24,Ambulatory Surgical Center
+0851,22,Outpatient Hospital
+0831,24,Ambulatory Surgical Center
+0733,49,Independent Clinic
+0113,21,Inpatient Hospital
+0114,21,Inpatient Hospital
+0141,22,Outpatient Hospital
+0793,49,Independent Clinic
+0148,22,Outpatient Hospital
+0743,49,Independent Clinic
+0837,24,Ambulatory Surgical Center
+0111,21,Inpatient Hospital
+0136,22,Outpatient Hospital
+0181,21,Inpatient Hospital
+0761,53,Community Mental Health Center
+0723,65,End-Stage Renal Disease Treatment Facility
+0839,24,Ambulatory Surgical Center
+0727,65,End-Stage Renal Disease Treatment Facility
+0132,22,Outpatient Hospital
+0213,31,Skilled Nursing Facility
+0711,72,Rural Health Clinic
+0731,49,Independent Clinic
+0762,53,Community Mental Health Center
+0134,22,Outpatient Hospital
+0143,22,Outpatient Hospital
+0724,65,End-Stage Renal Disease Treatment Facility
+0742,49,Independent Clinic
+0760,53,Community Mental Health Center
+013A,22,Outpatient Hospital
+014Q,22,Outpatient Hospital
+0127,21,Inpatient Hospital
+0142,22,Outpatient Hospital
+0144,22,Outpatient Hospital
+0146,22,Outpatient Hospital
+0331,12,Home
+0741,49,Independent Clinic
+0147,22,Outpatient Hospital
+0224,31,Skilled Nursing Facility
+0734,49,Independent Clinic
+0341,12,Home
+014,22,Outpatient Hospital
+0115,21,Inpatient Hospital
+0145,22,Outpatient Hospital
+0767,53,Community Mental Health Center
+0792,49,Independent Clinic
+0117,21,Inpatient Hospital
+0334,12,Home
+0737,49,Independent Clinic
+0333,12,Home
+0891,53,Community Mental Health Center
+0112,21,Inpatient Hospital
+0130,22,Outpatient Hospital
+0322,12,Home
+0744,49,Independent Clinic
+0321,12,Home
+0332,12,Home
+0721,65,End-Stage Renal Disease Treatment Facility
+0857,22,Outpatient Hospital
+0324,12,Home
+0231,32,Nursing Facility

fieldExtraction/crosswalk/mapping_csvs/proc_cd/cpt_level1.csv

@@ -0,0 +1,12 @@
+Code,Description
+00100-01999,Anesthesia
+95700-95811,Sleep Medicine Testing Procedures
+10004-69990,Surgery
+70010-79999,Radiology Procedures
+80047-89398,Pathology and Laboratory Procedures
+90281-99607,Medicine Services and Procedures
+99091-99499,Evaluation and Management
+0001F-9007F,Category II Codes
+0002M-0019M,Multianalyte Assay
+0042T-0866T,Category III Codes
+0001U-0438U,Proprietary Laboratory Analyses

fieldExtraction/crosswalk/mapping_csvs/proc_cd/cpt_level2.csv

@@ -0,0 +1,310 @@
+Code,Description
+00100-00222,Anesthesia for Procedures on the Head
+00300-00352,Anesthesia for Procedures on the Neck
+00400-00474,Anesthesia for Procedures on the Thorax (Chest Wall and Shoulder Girdle)
+00500-00580,Anesthesia for Intrathoracic Procedures
+00600-00670,Anesthesia for Procedures on the Spine and Spinal Cord
+00700-00797,Anesthesia for Procedures on the Upper Abdomen
+00800-00882,Anesthesia for Procedures on the Lower Abdomen
+00902-00952,Anesthesia for Procedures on the Perineum
+01112-01173,Anesthesia for Procedures on the Pelvis (Except Hip)
+01200-01274,Anesthesia for Procedures on the Upper Leg (Except Knee)
+01320-01444,Anesthesia for Procedures on the Knee and Popliteal Area
+01462-01522,Anesthesia for Procedures on the Lower Leg (Below Knee)
+01610-01680,Anesthesia for Procedures on the Shoulder and Axilla
+01710-01782,Anesthesia for Procedures on the Upper Arm and Elbow
+01810-01860,"Anesthesia for Procedures on the Forearm, Wrist, and Hand"
+01916-01942,Anesthesia for Radiological Procedures
+01951-01953,Anesthesia for Burn Excisions or Debridement Procedures
+01958-01969,Anesthesia for Obstetric Procedures
+01990-01999,Anesthesia for Other Procedures
+10004-10021,General Surgical Procedures
+10030-19499,Surgical Procedures on the Integumentary System
+20100-29999,Surgical Procedures on the Musculoskeletal System
+30000-32999,Surgical Procedures on the Respiratory System
+33016-37799,Surgical Procedures on the Cardiovascular System
+38100-38999,Surgical Procedures on the Hemic and Lymphatic Systems
+39000-39599,Surgical Procedures on the Mediastinum and Diaphragm
+40490-49999,Surgical Procedures on the Digestive System
+50010-53899,Surgical Procedures on the Urinary System
+54000-55899,Surgical Procedures on the Male Genital System
+55920-55920,Reproductive System Procedures
+55970-55980,Intersex Surgery
+56405-58999,Surgical Procedures on the Female Genital System
+59000-59899,Surgical Procedures for Maternity Care and Delivery
+60000-60699,Surgical Procedures on the Endocrine System
+61000-64999,Surgical Procedures on the Nervous System
+65091-68899,Surgical Procedures on the Eye and Ocular Adnexa
+69000-69979,Surgical Procedures on the Auditory System
+69990-69990,Operating Microscope Procedures
+70010-76499,Diagnostic Radiology (Diagnostic Imaging) Procedures
+76506-76999,Diagnostic Ultrasound Procedures
+77001-77022,Radiologic Guidance
+77046-77067,"Breast, Mammography"
+77071-77092,Bone/Joint Studies
+77261-77799,Radiation Oncology Treatment
+78012-79999,Nuclear Medicine Procedures
+80047-80081,Organ or Disease Oriented Panels
+80143-80377,Therapeutic Drug Assays
+80305-80377,Drug Assay Procedures
+80400-80439,Evocative/Suppression Testing Procedures
+80503-80506,Clinical Pathology Consultations
+81000-81099,Urinalysis Procedures
+81105-81479,Molecular Pathology Procedures
+81410-81479,Genomic Sequencing Procedures and Other Molecular Multianalyte Assays
+81490-81599,Multianalyte Assays with Algorithmic Analyses
+82009-84999,Chemistry Procedures
+85002-85999,Hematology and Coagulation Procedures
+86000-86849,Immunology Procedures
+86850-86999,Transfusion Medicine Procedures
+87003-87999,Microbiology Procedures
+88000-88099,Anatomic Pathology Procedures
+88104-88199,Cytopathology Procedures
+88230-88299,Cytogenetic Studies
+88300-88399,Surgical Pathology Procedures
+88720-88749,"In Vivo (eg, Transcutaneous) Laboratory Procedures"
+89049-89240,Other Pathology and Laboratory Procedures
+89250-89398,Reproductive Medicine Procedures
+90281-90399,"Immune Globulins, Serum or Recombinant Products"
+90460-90474,Immunization Administration for Vaccines/Toxoids
+90785-90899,Psychiatry Services and Procedures
+90901-90913,Biofeedback Services and Procedures
+90935-90999,Dialysis Services and Procedures
+91010-91322,Gastroenterology Procedures
+91304-90749,"Vaccines, Toxoids"
+92002-92499,Ophthalmology Services and Procedures
+92502-92700,Special Otorhinolaryngologic Services and Procedures
+92920-93799,Cardiovascular Procedures
+93880-93998,Non-Invasive Vascular Diagnostic Studies
+94002-94799,Pulmonary Procedures
+95004-95199,Allergy and Clinical Immunology Procedures
+95249-95251,Endocrinology Services
+95700-96020,Neurology and Neuromuscular Procedures
+96040-96040,Medical Genetics and Genetic Counseling Services
+96105-96146,"Central Nervous System Assessments/Tests (eg, Neuro-Cognitive, Mental Status, Speech Testing)"
+96156-96171,Health Behavior Assessment and Intervention Procedures
+96202-96203,Behavior Management Services
+96360-96549,"Hydration, Therapeutic, Prophylactic, Diagnostic Injections and Infusions, and Chemotherapy and Other Highly Complex Drug or Highly Complex Biologic Agent Administration"
+96567-96574,Photodynamic Therapy Procedures
+96900-96999,Special Dermatological Procedures
+97010-97799,Physical Medicine and Rehabilitation Evaluations
+97151-97158,Adaptive Behavior Services
+97802-97804,Medical Nutrition Therapy Procedures
+97810-97814,Acupuncture Procedures
+98925-98929,Osteopathic Manipulative Treatment Procedures
+98940-98943,Chiropractic Manipulative Treatment Procedures
+98960-98962,Education and Training for Patient Self-Management
+98966-98981,Non-Face-to-Face Nonphysician Services
+99000-99091,"Special Services, Procedures and Reports"
+99100-99140,Qualifying Circumstances for Anesthesia
+99151-99157,Moderate (Conscious) Sedation
+99170-99199,Other Medicine Services and Procedures
+99202-99215,Office or Other Outpatient Services
+99221-99239,Hospital Inpatient and Observation Care Services
+99242-99255,Consultations
+99281-99288,Emergency Department Services
+99291-99292,Critical Care Services
+99304-99316,Nursing Facility Services
+99341-99350,Home or Residence Services
+99358-99360,Prolonged Services
+99366-99368,Case Management Services
+99374-99380,Care Plan Oversight Services
+99381-99429,Preventive Medicine Services
+99437-99449,Non-Face-to-Face Services
+99450-99459,Special Evaluation and Management Services
+99460-99463,Newborn Care Services
+99464-99465,Delivery/Birthing Room Attendance and Resuscitation Services
+99466-99480,Inpatient Neonatal Intensive Care Services and Pediatric and Neonatal Critical Care Services
+99483-99486,Cognitive Assessment and Care Plan Services
+99484-99484,General Behavioral Health Integration Care Management
+99487-99491,Care Management Services
+99492-99494,Psychiatric Collaborative Care Management Services
+99495-99496,Transitional Care Management Services
+99497-99498,Advance Care Planning
+99499-99499,Other Evaluation and Management Services
+99500-99602,Home Health Procedures and Services
+99605-99607,Medication Therapy Management Services
+0001F-0015F,Composite Measures
+0500F-0584F,Patient Management
+1000F-1505F,Patient History
+2000F-2060F,Physical Examination
+3006F-3776F,Diagnostic/Screening Processes or Results
+4000F-4563F,"Therapeutic, Preventive or Other Interventions"
+5005F-5250F,Follow-up or Other Outcomes
+6005F-6150F,Patient Safety
+7010F-7025F,Structural Measures
+9001F-9007F,Non-Measure Category II Codes
+0002M-0019M,Multianalyte Assay
+0042T-0232T,Various Services - Category III Codes
+0234T-0238T,Atherectomy (Open or Percutaneous) for Supra-Inguinal Arteries
+0253T-0253T,Anterior Segment Aqueous Drainage Device Insertion Procedure
+0263T-0265T,Intramuscular Autologous Bone Marrow Cell Therapy Procedure
+0266T-0273T,Carotid Sinus Baroreflex Activation Device Procedures
+0274T-0275T,Percutaneous Decompressive Laminotomy/Laminectomy Procedures through Interlaminar Approach
+0278T-0278T,Transcutaneous Electrical Modulation Pain Reprocessing Treatment
+0308T-0308T,Ocular Telescope Prosthesis Insertion Procedure
+0329T-0358T,"Imaging, Testing, Implantation and Other Services"
+0362T-0373T,Adaptive Behavior Assessments
+0378T-0379T,Visual Field Assessments
+0394T-0395T,High Dose Rate Electronic Brachytherapy Procedures
+0397T-0397T,ERCP with Endomicroscopy Procedure
+0398T-0398T,Stereotactic Intracranial Lesion Ablation Procedure
+0402T-0402T,Procedures performed on Cornea
+0403T-0403T,Preventive Behavior Intensive Program for Prevention Of Diabetes
+0408T-0418T,Permanent Cardiac Contractility Modulation System Procedures
+0419T-0420T,Neurofibroma Destruction Procedure
+0421T-0421T,Prostate Ablation Procedure
+0422T-0422T,Breast Imaging Procedure
+0437T-0437T,Implantation for Abdominal Reinforcement
+0439T-0439T,Myocardial Echocardiography
+0440T-0442T,Percutaneous Cryoablation Procedures
+0443T-0443T,Real-time spectral analysis of prostate tissue
+0444T-0445T,Placement of Drug-eluting Ocular Procedures
+0446T-0448T,Insertion and Removal of Implantable Interstitial Glucose Sensor
+0449T-0450T,Insertion of Aqueous Drainage Device
+0464T-0474T,"Imaging, Evaluation, Programming and Recording Procedures"
+0479T-0480T,Laser Ablation Procedures
+0481T-0481T,Blood Products Transfusion Procedure
+0483T-0484T,Transcatheter Mitral Valve Procedures
+0485T-0486T,Optical Coherence Tomography (Ear)
+0488T-0488T,Behavior Analysis
+0489T-0490T,"Cellular Regeneration, Evaluation Study and Ablation Procedures"
+0494T-0496T,Organ Transplantation Procedures
+0500T-0500T,Human Papillomavirus (HPV) Analysis
+0505T-0505T,Coronary and Vascular Procedures
+0506T-0507T,Other Diagnostic Procedures
+0509T-0513T,"Vision Studies, Implants and Therapies"
+0515T-0523T,"Cardiac Device Implantation, Analysis, Relocation and Removal Procedures"
+0524T-0524T,Ablation Procedure
+0525T-0532T,Intracardiac Ischemia Monitoring Procedures
+0537T-0540T,Cellular Therapy Procedures
+0541T-0542T,Cardiac Muscle Imaging
+0543T-0545T,Cardiac Valve Repair Procedures
+0546T-0546T,Radiofrequency Spectroscopy Assessment
+0547T-0547T,Bone Quality Testing Procedure
+0552T-0552T,Laser Therapy
+0553T-0553T,Iliac Arteriovenous Implant
+0554T-0557T,Bone Strength And Fracture Risk Assessment
+0558T-0558T,Computed Tomography Analysis
+0559T-0562T,Anatomic Model And Guide Creation
+0563T-0563T,Procedures on Eye Glands
+0564T-0564T,Chemo Drug Essay
+0565T-0566T,Autologous Cellular Implant of Adipose Tissue for Joints
+0567T-0568T,Fallopian Tube Occlusion
+0569T-0570T,Tricuspid Valve Repair/Replacement
+0571T-0580T,Implantable Cardioverter-Defibrillator with Substernal Electrode
+0581T-0582T,Ablation Procedures (Breast/Prostate)
+0583T-0583T,Procedures Performed on Ear
+0584T-0586T,Islet Cell Transplant Procedure
+0587T-0590T,Neurostimulation Procedures
+0591T-0593T,Health And Well-Being Coaching
+0594T-0594T,Limb Lengthening Procedure
+0596T-0597T,Female Voiding Prosthesis Procedures
+0598T-0599T,Wound Imaging for Bacterial Presence
+0600T-0601T,Irreversible Electroporation Ablation Procedures
+0602T-0603T,Transdermal GFR Measurement and Monitoring
+0604T-0606T,Eye Imaging Procedures (Remote)
+0607T-0608T,Remote Monitoring of Pulmonary System
+0609T-0612T,Magnetic Resonance Spectroscopy Imaging
+0613T-0614T,Cardiac Implantation and Replacement Procedures
+0615T-0618T,Procedures Performed on Eyes
+0619T-0619T,Procedures Performed on Prostate
+0620T-0620T,Endovascular Lower Limb Procedure
+0621T-0622T,Trabeculostomy Procedure by Laser (Ab Interno)
+0623T-0626T,Automated Analysis of Coronary Atherosclerotic plaque for CAD
+0627T-0630T,Percutaneous Lumbar Intravertebral Disc Injection Procedure
+0631T-0631T,Hyperspectral Imaging Measurement of Hemoglobin
+0632T-0632T,Transcatheter Ultrasound Nerve Ablation Procedure
+0633T-0638T,CT Breast (with/without Contrast)
+0639T-0639T,CSF Shunt Analysis
+0640T-0640T,Spectroscopy Studies of Flap or Wound
+0643T-0646T,Transcatheter Implantation and Removal Procedures
+0647T-0647T,Magnetic Gastropexy with Gastrostomy Tube Insertion Procedure
+0648T-0649T,Quantitative Magnetic Resonance Tissue Composition Analysis
+0650T-0650T,Cardiac Rhythm Monitor System Evaluation
+0651T-0654T,Transnasal EGD and Capsule Endoscopy Procedures
+0655T-0655T,Transperineal Prostate Ablation Through Laser
+0656T-0657T,Vertebral Body Tethering Procedures
+0658T-0659T,Impedance Spectroscopy and Intracoronary Infusion Procedures
+0660T-0661T,Drug-Eluting Implant Procedures in Eye
+0662T-0663T,Scalp Cooling Procedures
+0664T-0667T,Donor Hysterectomy Including Preservation Procedures
+0668T-0670T,Uterine Allograft Preparation and Reconstruction Procedures Prior to Transplantation
+0671T-0671T,Anterior Segment Aqueous Drainage Device Insertion Procedure
+0672T-0672T,Endovaginal Cryogen-cooled Procedure for Urinary Incontinence
+0673T-0673T,Benign Thyroid Nodule Ablation Procedure
+0674T-0685T,"Insertion, Replacement, Repositioning, Removal and Evaluation of Diaphragmatic Stimulation System and Leads"
+0686T-0686T,Malignant Hepatocellular Histotripsy Procedure
+0687T-0688T,Treatment of Amblyopia using Online Digital Program
+0689T-0690T,Quantitative Ultrasound Tissue Characterization
+0691T-0691T,Automated Analysis of Vertebral Fracture
+0692T-0692T,Therapeutic Ultrafiltration Procedure
+0693T-0693T,Comprehensive Full Body 3D Kinetic Motion Analysis
+0694T-0694T,3-dimensional Imaging and Reconstruction of Breast or Axillary Lymph Node Tissue
+0695T-0696T,Mapping of Pacemaker or Pacing Cardioverter-Defibrillator Leads
+0697T-0698T,Quantitative Magnetic Resonance for Analysis of Tissue Composition
+0699T-0699T,Posterior Chamber Injection Procedure
+0700T-0701T,Molecular Fluorescent Imaging of Suspicious Nevus
+0704T-0706T,Remote Treatment of Amblyopia
+0707T-0707T,Subchondral Bone Defect Injection Procedure
+0708T-0709T,Intradermal Cancer Immunotherapy
+0710T-0713T,Noninvasive Arterial Plaque Analysis
+0714T-0714T,Laser Ablation for Prostate
+0716T-0716T,Coronary Artery Disease (CAD) Risk Score Analysis
+0717T-0718T,ADRC Therapy For Partial Thickness Rotator Cuff Tear
+0719T-0719T,Posterior Lumbar Vertebral Joint Replacement Procedure
+0720T-0720T,Percutaneous Cranial Nerves Stimulation
+0721T-0722T,Tissue Characterization by Quantitative CT
+0723T-0724T,Quantitative Magnetic Resonance Cholangiopancreatography (QMRCP) Procedure
+0725T-0729T,Vestibular Device Procedures with Analysis and Programming
+0730T-0730T,Laser Trabeculotomy with OCT
+0731T-0731T,AI-Based Facial Phenotype Analysis
+0732T-0732T,Immunotherapy Administration With Electroporation
+0733T-0734T,Remote Body And Limb Kinematic Measurement-Based Therapy
+0735T-0735T,Intraoperative Radiation Therapy Procedure
+0736T-0736T,Colonic Lavage with Insertion Of Rectal Catheter Procedure
+0737T-0737T,Xenograft Implantation Procedure
+0738T-0739T,Prostate Ablation Procedures including Planning
+0740T-0741T,Remote Insulin Dose Calculation and Monitoring System
+0742T-0742T,Myocardial Perfusion Imaging Procedure
+0743T-0743T,Fracture Risk Assessment
+0744T-0744T,Bioprosthetic Valve Insertion Procedure
+0745T-0747T,Cardiac Radioablation Procedure for Arrhythmia
+0748T-0748T,Stem Cell Injection Procedures for Perianal Fistula Treatment
+0749T-0750T,Bone Strength and Fracture-Risk Assessment
+0751T-0763T,Digital Pathology Glass Microscope Slides Digitization Procedures
+0764T-0765T,Risk-Based Assessment for Cardiac Dysfunction
+0766T-0767T,Transcutaneous Magnetic Stimulation of Peripheral Nerve
+0770T-0774T,Virtual Reality Technology Services
+0776T-0776T,Intra-Brain Hypothermia Induction Procedure
+0777T-0777T,Pressure-Sensing Epidural Guidance System
+0778T-0778T,Inertial Measurement Units for Clinical Movement Analysis
+0779T-0779T,Gastrointestinal Myoelectrical Activity Study
+0780T-0780T,Fecal Microbiota Transplantation Procedure
+0781T-0782T,Bronchoscopy with Radiofrequency Destruction of the Pulmonary Nerves
+0783T-0783T,Transcutaneous Auricular Neurostimulation Procedure
+0784T-0789T,Procedures with Analysis Performed On Spinal Neurostimulator
+0790T-0790T,Vertebral Body Tethering Procedures
+0791T-0791T,Virtual Reality–Facilitated Gait Training
+0792T-0792T,Silver Diamine Fluoride For Dental Caries
+0793T-0793T,Transcatheter Thermal Nerve Ablation with Catheterization and Angiography
+0794T-0794T,Pharmaco-Oncologic Treatment Planning
+0795T-0804T,"Permanent Dual-Chamber Leadless Pacemaker - Insertion, Removal, Replacement & Programming Device Evaluation Procedures"
+0805T-0806T,Prosthetic Valve Implantation (Caval Valve Implantation) Procedures
+0807T-0808T,Pulmonary Tissue Ventilation Analysis
+0810T-0810T,Subretinal Injection with Vitrectomy and Retinotomies
+0811T-0812T,Remote Multi-Day Complex Uroflowmetry Procedures
+0813T-0813T,Esophagogastroduodenoscopy With Intragastric Bariatric Balloon Adjustment Procedure
+0814T-0814T,Injectable Bone Substitutes Procedure
+0815T-0815T,Fracture Risk Assessment Procedure
+0816T-0819T,Integrated Neurostimulation System Procedures On Posterior Tibial Nerve
+0820T-0822T,Monitoring And Intervention Procedures For Psychotherapy
+0823T-0826T,Single-Chamber Leadless Pacemaker Procedures
+0827T-0856T,Glass Microscope Slides Digitization Procedures
+0857T-0857T,Opto-Acoustic Imaging Procedures
+0858T-0858T,Transcranial Magnetic Stimulation Procedure
+0859T-0860T,Noncontact Near-Infrared Spectroscopy Procedures
+0861T-0863T,Pulse Generator Removal and Relocation Procedures
+0864T-0864T,Extracorporeal Shock Wave Therapy Procedure
+0865T-0866T,Quantitative Analysis of the Brain Through Magnetic Resonance Image (MRI)
+0001U-0438U,Proprietary Laboratory Analyses

fieldExtraction/crosswalk/mapping_csvs/proc_cd/cpt_level3.csv

@@ -0,0 +1,292 @@
+Code,Description
+10004-10021,Fine Needle Aspiration Biopsy Procedures
+10030-11646,"Surgical Procedures on the Skin, Subcutaneous and Accessory Structures"
+11719-11765,Surgical Procedures on the Nails
+11770-11772,Surgical Procedures on the Pilonidal Cyst
+11900-11983,Introduction or Removal Procedures on the Integumentary System
+12001-16036,Surgical Repair (Closure) Procedures on the Integumentary System
+17000-17999,Destruction Procedures on the Integumentary System
+19000-19499,Surgical Procedures on the Breast
+20100-20999,General Surgical Procedures on the Musculoskeletal System
+21010-21499,Surgical Procedures on the Head
+21501-21899,Surgical Procedures on the Neck (Soft Tissues) and Thorax
+21920-21936,Surgical Procedures on the Back and Flank
+22010-22899,Surgical Procedures on the Spine (Vertebral Column)
+22900-22999,Surgical Procedures on the Abdomen
+23000-23929,Surgical Procedures on the Shoulder
+23930-24999,Surgical Procedures on the Humerus (Upper Arm) and Elbow
+25000-25999,Surgical Procedures on the Forearm and Wrist
+26010-26989,Surgical Procedures on the Hand and Fingers
+26990-27299,Surgical Procedures on the Pelvis and Hip Joint
+27301-27599,Surgical Procedures on the Femur (Thigh Region) and Knee Joint
+27600-27899,Surgical Procedures on the Leg (Tibia and Fibula) and Ankle Joint
+28001-28899,Surgical Procedures on the Foot and Toes
+29000-29799,Application of Casts and Strapping
+29800-29999,Endoscopy/Arthroscopy Procedures on the Musculoskeletal System
+30000-30999,Surgical Procedures on the Nose
+31000-31299,Surgical Procedures on the Accessory Sinuses
+31300-31599,Surgical Procedures on the Larynx
+31600-31899,Surgical Procedures on the Trachea and Bronchi
+32035-32999,Surgical Procedures on the Lungs and Pleura
+33016-33999,Surgical Procedures on the Heart and Pericardium
+34001-37799,Surgical Procedures on Arteries and Veins
+38100-38200,Surgical Procedures on the Spleen
+38204-38232,General Surgical Procedures on the Hemic and Lymphatic Systems
+38240-38243,Transplantation and Post-Transplantation Cellular Infusion Procedures on the Hemic and Lymphatic Systems
+38300-38999,Surgical Procedures on the Lymph Nodes and Lymphatic Channels
+39000-39499,Surgical Procedures on the Mediastinum
+39501-39599,Surgical Procedures on the Diaphragm
+40490-40799,Surgical Procedures on the Lips
+40800-40899,Surgical Procedures on the Vestibule of Mouth
+41000-41599,Surgical Procedures on the Tongue and Floor of Mouth
+41800-41899,Surgical Procedures on the Dentoalveolar Structures
+42000-42299,Surgical Procedures on the Palate and Uvula
+42300-42699,Surgical Procedures on the Salivary Gland and Ducts
+42700-42999,"Surgical Procedures on the Pharynx, Adenoids, and Tonsils"
+43020-43499,Surgical Procedures on the Esophagus
+43500-43999,Surgical Procedures on the Stomach
+44005-44799,Surgical Procedures on the Intestines (Except Rectum)
+44800-44899,Surgical Procedures on Meckel's Diverticulum and the Mesentery
+44900-44979,Surgical Procedures on the Appendix
+45000-45999,Surgical Procedures on the Colon and Rectum
+46020-46999,Surgical Procedures on the Anus
+47000-47399,Surgical Procedures on the Liver
+47400-47999,Surgical Procedures on the Biliary Tract
+48000-48999,Surgical Procedures on the Pancreas
+49000-49999,"Surgical Procedures on the Abdomen, Peritoneum, and Omentum"
+50010-50593,Surgical Procedures on the Kidney
+50600-50980,Surgical Procedures on the Ureter
+51020-52700,Surgical Procedures on the Bladder
+53000-53899,Surgical Procedures on the Urethra
+54000-54450,Surgical Procedures on the Penis
+54500-54699,Surgical Procedures on the Testis
+54700-54901,Surgical Procedures on the Epididymis
+55000-55060,Surgical Procedures on the Tunica Vaginalis
+55100-55180,Surgical Procedures on the Scrotum
+55200-55400,Surgical Procedures on the Vas Deferens
+55500-55559,Surgical Procedures on the Spermatic Cord
+55600-55680,Surgical Procedures on the Seminal Vesicles
+55700-55899,Surgical Procedures on the Prostate
+56405-56821,"Surgical Procedures on the Vulva, Perineum and Introitus"
+57000-57426,Surgical Procedures on the Vagina
+57452-57800,Surgical Procedures on the Cervix Uteri
+58100-58579,Surgical Procedures on the Corpus Uteri
+58600-58770,Surgical Procedures on the Oviduct/Ovary
+58800-58960,Surgical Procedures on the Ovary
+58970-58999,Surgical Procedures for In Vitro Fertilization
+58999-58999,Other Procedures on the Female Genital System
+59000-59076,Antepartum and Fetal Invasive Services for Maternity Care and Delivery
+59100-59160,Excision Procedures for Maternity Care and Delivery
+59200-59200,Introduction Procedures for Maternity Care and Delivery
+59300-59350,Repair Procedures for Maternity Care and Delivery
+59400-59430,"Vaginal Delivery, Antepartum and Postpartum Care Procedures"
+59510-59525,Cesarean Delivery Procedures
+59610-59622,Delivery Procedures After Previous Cesarean Delivery
+59812-59857,Abortion Procedures
+59866-59899,Other Procedures for Maternity Care and Delivery
+59000-59076,Antepartum and Fetal Invasive Services for Maternity Care and Delivery
+59100-59160,Excision Procedures for Maternity Care and Delivery
+59200-59200,Introduction Procedures for Maternity Care and Delivery
+59300-59350,Repair Procedures for Maternity Care and Delivery
+59400-59430,"Vaginal Delivery, Antepartum and Postpartum Care Procedures"
+59510-59525,Cesarean Delivery Procedures
+59610-59622,Delivery Procedures After Previous Cesarean Delivery
+59812-59857,Abortion Procedures
+59866-59899,Other Procedures for Maternity Care and Delivery
+60000-60300,Surgical Procedures on the Thyroid Gland
+60500-60699,"Surgical Procedures on the Parathyroid, Thymus, Adrenal Glands, Pancreas, and Carotid Body"
+61000-62258,"Surgical Procedures on the Skull, Meninges, and Brain"
+62263-63746,Surgical Procedures on the Spine and Spinal Cord
+64400-64999,"Surgical Procedures on the Extracranial Nerves, Peripheral Nerves, and Autonomic Nervous System"
+65091-65290,Surgical Procedures on the Eyeball
+65400-66999,Surgical Procedures on the Anterior Segment of the Eye
+67005-67299,Surgical Procedures on the Posterior Segment of the Eye
+67311-67999,Surgical Procedures on the Ocular Adnexa
+68020-68899,Surgical Procedures on the Conjunctiva
+69000-69399,Surgical Procedures on the External Ear
+69420-69799,Surgical Procedures on the Middle Ear
+69801-69949,Surgical Procedures on the Inner Ear
+69950-69979,"Surgical Procedures on the Temporal Bone, Middle Fossa Approach"
+70010-70559,Diagnostic Radiology (Diagnostic Imaging) Procedures of the Head and Neck
+71045-71555,Diagnostic Radiology (Diagnostic Imaging) Procedures of the Chest
+72020-72295,Diagnostic Radiology (Diagnostic Imaging) Procedures of the Spine and Pelvis
+73000-73225,Diagnostic Radiology (Diagnostic Imaging) Procedures of the Upper Extremities
+73501-73725,Diagnostic Radiology (Diagnostic Imaging) Procedures of the Lower Extremities
+74018-74190,Diagnostic Radiology (Diagnostic Imaging) Procedures of the Abdomen
+74210-74363,Diagnostic Radiology (Diagnostic Imaging) Procedures of the Gastrointestinal Tract
+74400-74485,Diagnostic Radiology (Diagnostic Imaging) Procedures of the Urinary Tract
+74712-74775,Gynecological and Obstetrical Diagnostic Radiology (Diagnostic Imaging) Procedures
+75557-75580,Diagnostic Radiology (Diagnostic Imaging) Procedures of the Heart
+75600-75989,Diagnostic Radiology (Diagnostic Imaging) Procedures of the Vascular System
+76000-76499,Other Diagnostic Radiology (Diagnostic Imaging) Related Procedures
+76506-76536,Diagnostic Ultrasound Procedures of the Head and Neck
+76604-76642,Diagnostic Ultrasound Procedures of the Chest
+76700-76776,Diagnostic Ultrasound Procedures of the Abdomen and Retroperitoneum
+76800-76800,Diagnostic Ultrasound Procedures of the Spinal Canal
+76801-76857,Diagnostic Ultrasound Procedures of the Pelvis
+76870-76873,Diagnostic Ultrasound Procedures of the Genitalia
+76881-76886,Diagnostic Ultrasound Procedures of the Extremities
+76932-76965,Ultrasonic Guidance Procedures
+76975-76999,Other Diagnostic Ultrasound Procedures
+77001-77003,Fluoroscopic Guidance
+77011-77014,Computed Tomography Guidance
+77021-77022,Magnetic Resonance Imaging Guidance
+77261-77299,Clinical Treatment Planning (External and Internal Sources) for Radiation Treatment
+77300-77370,"Medical Radiation Physics, Dosimetry, Treatment Devices, and Special Services for Radiation Treatment"
+77371-77387,Stereotactic Radiation Treatment Delivery
+77399-77399,Other Procedures
+77401-77417,Radiation Treatment Delivery
+77423-77425,Neutron Beam Treatment Delivery
+77427-77499,Radiation Treatment Management
+77520-77525,Proton Beam Radiation Treatment Delivery
+77600-77615,Radiation Hyperthermia Treatment
+77620-77620,Clinical Intracavitary Radiation Hyperthermia Treatment
+77750-77799,Clinical Brachytherapy Radiation Treatment
+78012-78999,Diagnostic Nuclear Medicine Procedures
+79005-79999,Therapeutic Nuclear Medicine Procedures
+80305-80307,Presumptive Drug Class Screening Procedures
+80320-80377,Definitive Drug Testing Procedures
+81105-81383,Tier 1 Molecular Pathology Procedures
+81400-81408,Tier 2 Molecular Pathology Procedures
+86000-86804,Qualitative or Semiquantitative Immunoassays
+86805-86849,Tissue Typing Immunological Procedures
+87003-87015,Inoculation and Concentration Procedures
+87040-87158,Microbiology Culture and Typing Procedures
+87164-87177,"Examination, Homogenization and concentration Procedures"
+87181-87197,Antimicrobial Susceptibility Studies
+87205-87210,Primary Source Smear Procedures
+87220-87230,Tissue Examination and Culture Procedures
+87250-87255,Virus Isolation Procedures
+87260-87899,Infectious Agent Antigen Detection
+87900-87999,Phenotype and Genotype-Infectious Agents
+88000-88099,Postmortem Examination Procedures
+88104-88140,"Fluid washings, Hybridization and Sex Chromatin Identification Procedures"
+88141-88167,Cytopathology Screening Procedures
+88172-88177,FNA Cytopathology Procedures
+88182-88189,Flow Cytometry Procedures
+88199-88199,Unlisted Cytopathology Procedure
+90785-90785,Interactive Complexity Psychiatry Services and Procedures
+90791-90899,Other Psychiatric Diagnostic Procedures
+90935-90940,Hemodialysis Procedures
+90945-90947,Miscellaneous Dialysis Services and Procedures
+90951-90970,End-Stage Renal Disease Services
+90989-90999,Other Dialysis Procedures
+91010-91022,Upper Gastrointestinal Motility Studies
+91030-91038,Gastroesophageal Reflux Test Studies
+91040-91065,Esophageal Balloon Distension Study and Breath Test
+91110-91122,"Gastrointestinal Imaging, Pressure Measurement and Manometric Studies"
+91132-91133,Gastric Physiology Procedures
+91200-91299,Other Diagnostic Gastroenterology Procedures
+91304-91322,COVID-19 Vaccines/Toxoids
+92002-92014,General Ophthalmological Services and Procedures
+92015-92287,Special Ophthalmological Services and Procedures
+92310-92326,Contact Lens Services
+92340-92499,Spectacle Services (Including Prosthesis for Aphakia)
+92499-92499,Other Ophthalmological Services or Procedures
+92502-92504,Otolaryngologic and Binocular Microscopy Procedures
+92507-92508,Treatment of Auditory Processing Disorder
+92511-92519,"Nasopharyngoscopy, Nasal Study and Facial Nerve Study"
+92520-92526,Otorhinolaryngologic Evaluation and Procedures
+92531-92534,"Vestibular Function Tests, Without Electrical Recording"
+92537-92549,"Vestibular Function Tests, With Recording (eg, ENG)"
+92550-92597,Audiologic Function Tests
+92601-92633,Evaluative and Therapeutic Otorhinolaryngologic Services
+92640-92653,Special Diagnostic Otorhinolaryngologic Procedures
+92700-92700,Other Otorhinolaryngological Service or Procedures
+92920-92998,Therapeutic Cardiovascular Services and Procedures
+93000-93153,Cardiography Procedures
+93150-93153,Phrenic Nerve Stimulation System
+93224-93278,Cardiovascular Monitoring Services
+93279-93298,"Implantable, Insertable, and Wearable Cardiac Device Evaluations"
+93303-93356,Echocardiography Procedures
+93451-93598,Cardiac Catheterization Procedures
+93600-93662,Intracardiac Electrophysiological Procedures/Studies
+93668-93668,Peripheral Arterial Disease Rehabilitation
+93701-93790,Non-invasive Physiologic Studies and Procedures
+93792-93793,Home and Outpatient International Normalized Ratio (INR) Monitoring Services
+93797-93799,Other Cardiovascular Procedures
+93880-93895,Non-Invasive Cerebrovascular Arterial Studies
+93922-93931,Non-Invasive Extremity Arterial Studies (Including Digits)
+93970-93971,Non-Invasive Extremity Venous Studies (Including Digits)
+93975-93981,Non-Invasive Visceral and Penile Vascular Studies
+93985-93990,Non-Invasive Extremity Arterial-Venous Studies
+93998-93998,Other Noninvasive Vascular Diagnostic Studies
+94002-94005,Ventilator Management
+94010-94799,Pulmonary Diagnostic Testing and Therapies
+95004-95070,Allergy Testing Procedures
+95076-95079,Ingestion Challenge Allergy and Clinical Immunology Testing Procedures
+95115-95199,Allergen Immunotherapy Services and Procedures
+95700-95811,Sleep Medicine Testing and Long-term EEG Procedures
+95812-95830,Routine Electroencephalography (EEG) Procedures
+95829-95836,Electrocorticography
+95836-95857,Range of Motion Testing
+95860-95872,Electromyography Procedures
+95873-95887,Ischemic Muscle Testing Procedures and Guidance Procedures for Chemodenervation
+95905-95913,Nerve Conduction Tests
+95919-95924,Autonomic Function Testing Procedures
+95925-95941,Evoked Potentials and Reflex Testing Procedures
+95940-95941,Intraoperative Neurophysiology Procedures
+95954-95726,Special EEG Testing Procedures
+95970-95984,Neurostimulators Analysis-Programming Procedures
+95990-95999,Other Neurology and Neuromuscular Procedures
+96000-96004,Motion Analysis Procedures
+96020-96020,Functional Brain Mapping
+96105-96105,Assessment of Aphasia and Cognitive Performance Testing
+96110-96113,Developmental and Behavioral Screening and Testing
+96116-96146,Psychological and Neuropsychological Testing
+96360-96361,Hydration Infusion
+96365-96379,"Therapeutic, Prophylactic, and Diagnostic Injections and Infusions (Excludes Chemotherapy and Other Highly Complex Drug or Highly Complex Biologic Agent Administration)"
+96401-96549,Chemotherapy Administration and Other Highly Complex Drug or Highly Complex Biologic Agent Administration
+97010-97039,Physical Medicine and Rehabilitation Modalities
+97110-97546,Physical Medicine and Rehabilitation Therapeutic Procedures
+97161-97164,Physical Therapy Evaluations
+97165-97168,Occupational Therapy Evaluations
+97169-97172,Athletic Training Evaluations
+97550-97552,Caregiver Training Without the Patient Present
+97597-97610,Active Wound Care Management
+97750-97755,Physical Medicine and Rehabilitation Tests and Measurements
+97760-97763,Orthotic Management and Training and Prosthetic Training
+97799-97799,Other Physical Medicine and Rehabilitation Service or Procedures
+97151-97152,Adaptive Behavior Assessment Procedures
+97153-97158,Adaptive Behavior Treatment Procedures
+98966-98968,Non-Face-to-Face Nonphysician Telephone Services
+98970-98972,Online Digital Assessment and Management Service by Qualified Nonphysician Health Care Professional
+98975-98978,Remote Therapeutic Monitoring Services
+98980-98981,Remote Therapeutic Monitoring Treatment Management Services
+99000-99091,Miscellaneous Medicine Services
+99500-99600,Home Visit Services
+99601-99602,Home Infusion Procedures and Services
+99202-99205,New Patient
+99211-99215,Established Patient
+99221-99223,Initial Hospital Inpatient or Observation Care
+99231-99233,Subsequent Hospital Inpatient or Observation Care
+99234-99236,Hospital Inpatient or Observation Care Services (Including Admission and Discharge Services)
+99238-99239,Hospital Inpatient or Observation Discharge Services
+99242-99245,Office or Other Outpatient Consultations
+99252-99255,Inpatient or Observation Consultations
+99281-99285,New or Established Patient
+99288-99288,Other Emergency Services
+99304-99306,Initial Nursing Facility Care
+99307-99310,Subsequent Nursing Facility Care
+99315-99316,Nursing Facility Discharge Services
+99341-99345,New Patient
+99347-99350,Established Patient
+99354-99357,Prolonged Service With Direct Patient Contact (Except with Office or Other Outpatient Services)
+99358-99359,Prolonged Service on Date Other Than the Face-to-Face Evaluation and Management Service Without Direct Patient Contact
+99360-99360,Standby Services
+99415-99416,Prolonged Clinical Staff Services With Physician or Other Qualified Health Care Professional Supervision
+99417-99418,Prolonged Service With or Without Direct Patient Contact on the Date of an Evaluation and Management Service
+99366-99368,Medical Team Conferences
+99381-99387,New Patient
+99391-99397,Established Patient
+99401-99429,Counseling Risk Factor Reduction and Behavior Change Intervention
+99421-99423,Online Digital Evaluation and Management Service
+99437-99443,Telephone Services
+99446-99452,Interprofessional Telephone/Internet/Electronic Health Record Consultations
+99453-99474,Digitally Stored Data Services/Remote Physiologic Monitoring
+99457-99458,Remote Physiologic Monitoring Treatment Management Services
+99450-99454,Basic Life and/or Disability Evaluation Services
+99455-99459,Work Related or Medical Disability Evaluation Services
+99466-99467,Pediatric Critical Care Patient Transport
+99468-99476,Inpatient Neonatal and Pediatric Critical Care
+99477-99480,Initial and Continuing Intensive Care Services

fieldExtraction/crosswalk/mapping_csvs/proc_cd/hcpcs_level1.csv

@@ -0,0 +1,33 @@
+Code,Description
+A0021-A0999,Ambulance and Other Transport Services and Supplies
+A2001-A2025,"Matrix for Wound Management (Placental, Equine, Synthetic)"
+A4100-A4100,Skin Substitute Device
+A4206-A8004,Medical And Surgical Supplies
+A9150-A9999,"Administrative, Miscellaneous and Investigational"
+B4034-B9999,Enteral and Parenteral Therapy
+C1052-C1062,Other Therapeutic Procedures
+C1600-C1604,"Surgical, Imaging Devices and Grafts"
+C1713-C9899,Outpatient PPS
+E0100-E8002,Durable Medical Equipment
+G0008-G9987,Procedures / Professional Services
+H0001-H2037,Alcohol and Drug Abuse Treatment
+J0120-J8999,Drugs Administered Other than Oral Method
+J9000-J9999,Chemotherapy Drugs
+K0001-K0900,Durable medical equipment (DME) Medicare administrative contractors (MACs)
+K1001-K1036,"Components, Accessories and Supplies"
+L0112-L4631,Orthotic Procedures and services
+L5000-L9900,Prosthetic Procedures
+M0001-M0005,MIPS Value Pathways
+M0010-M0010,EOM (Enhancing Oncology Model) Enhanced Services
+M0075-M0301,Miscellaneous Medical Services
+M1003-M1070,Screening Procedures
+M1106-M1143,Episode of Care
+M1146-M1370,Other Services
+P2028-P9615,Pathology and Laboratory Services
+Q0035-Q9992,Temporary Codes
+R0070-R0076,Diagnostic Radiology Services
+S0012-S9999,Temporary National Codes (Non-Medicare)
+T1000-T5999,National Codes Established for State Medicaid Agencies
+U0001-U0005,Coronavirus Diagnostic Panel
+V2020-V2799,Vision Services
+V5008-V5364,Hearing Services

fieldExtraction/crosswalk/mapping_csvs/proc_cd/hcpcs_level2.csv

@@ -0,0 +1,414 @@
+Code,Description
+A6590-A6591,External Urinary Catheters (Disposable and Non-Disposable)
+A4206-A4232,Injection and Infusion Supplies
+A4233-A4239,Replacement Batteries
+A4244-A4290,Other Supplies Including Diabetes Supplies and Contraceptives
+A4300-A4306,Access Catheters and Drug Delivery Systems
+A4310-A4360,Incontinence Devices and Supplies
+A4361-A4437,Ostomy Pouches and Supplies
+A4450-A4608,Various Medical Supplies Including Tapes and Surgical Dressings
+A4611-A4629,Respiratory Supplies and Equipment
+A4630-A4640,Replacement Parts
+A4641-A4642,Diagnostic Radiopharmaceuticals
+A4648-A4652,Other Supplies
+A4653-A4932,Dialysis Equipment and Supplies
+A5051-A5093,Ostomy Pouches and Supplies
+A5102-A5200,Incontinence Devices and Supplies
+A5500-A5514,Diabetic Footwear
+A6000-A6208,Miscellaneous Dressing and Wound Supplies
+A6209-A6215,Foam Dressings
+A6216-A6233,Gauze Dressings
+A6234-A6241,Hydrocolloid Dressings
+A6242-A6248,Hydrogel Dressings
+A6250-A6412,"Other Dressings, Coverings, and Wound Treatment Supplies"
+A6413-A6461,Bandages
+A6501-A6610,Compression Garments and Stockings
+A7000-A7049,Breathing Aids
+A7501-A7527,Tracheostoma Supplies
+A8000-A8004,Helmets
+A9150-A9300,Miscellaneous Supplies and Equipment
+A9500-A9800,Diagnostic and Therapeutic Radiopharmaceuticals
+A9900-A9999,Miscellaneous DME Supplies and Services
+B4034-B4088,Enteral Feeding Supplies and Equipment
+B4100-B4162,Enteral Formulas and Additives
+B4164-B5200,Parenteral Solutions and Supplies
+B9002-B9999,"Nutrition Infusion Pumps and Supplies Not Otherwise Classified, NOC"
+C1713-C1715,Assorted Devices and Supplies
+C1716-C1719,Brachytherapy Sources
+C1721-C1722,Cardioverter-defibrillators
+C1724-C1759,Catheters for Multiple Applications
+C1760-C2615,"Assorted Devices, Implants, and Systems"
+C2616-C2616,Brachytherapy Sources
+C2617-C2631,Assorted Cardiovascular and Genitourinary Devices
+C2634-C2699,Brachytherapy Sources
+C5271-C5278,Skin Substitute Graft Application
+C7500-C7561,Miscellaneous Surgical Procedures
+C7900-C7903,Mental Health Evaluation and Management Services
+C8900-C8920,"Magnetic Resonance Angiography, Trunk and Lower Extremities"
+C8921-C8930,Transesophageal/Transthoracic Echocardiography
+C8931-C8936,"Magnetic Resonance Angiography, Spine and Upper Extremities"
+C8937-C8937,Breast MRI - Computer Aided Detection
+C8957-C9488,"Miscellaneous Drugs, Biologicals, and Supplies"
+C9507-C9507,Fresh Frozen Plasma-Covid-19
+C9600-C9608,Percutaneous Transcatheter/Transluminal Coronary Procedures
+C9725-C9899,Other Therapeutic Services and Supplies
+E0100-E0159,Walking Aids and Attachments
+E0160-E0162,Sitz Bath/Equipment
+E0163-E0175,Commode Chair and Supplies
+E0181-E0199,"Pressure Mattresses, Pads, and Other Supplies"
+E0200-E0239,"Heat, Cold, and Light Therapies"
+E0240-E0249,Bathing Supplies
+E0250-E0373,Hospital Beds and Associated Supplies
+E0424-E0493,Oxygen Delivery Systems and Related Supplies
+E0500-E0500,Intermittent Positive Pressure Breathing Devices
+E0530-E0530,Electronic Positional Obstructive Sleep Apnea Treatment
+E0550-E0601,Humidifiers and Nebulizers with Related Equipment
+E0602-E0604,Breast Pumps
+E0605-E0606,Other Breathing Aids
+E0607-E0620,Monitoring Equipment
+E0621-E0642,Patient Lifts and Support Systems
+E0650-E0677,Pneumatic Compressors and Appliances
+E0678-E0682,Non Pneumatic Compressors and Appliances
+E0691-E0694,ULTRAVIOLET LIGHT THERAPY SYSTEMS
+E0700-E0711,Safety Devices
+E0720-E0770,Stimulation Devices
+E0776-E0791,Infusion Pumps and Supplies
+E0830-E0948,Traction and Other Orthopedic Devices
+E0950-E1036,Wheelchair Accessories
+E1037-E1039,Transport Chairs
+E1050-E1070,Fully Reclining Wheelchairs
+E1083-E1086,Hemi-Wheelchairs
+E1087-E1090,"Lightweight, High-strength Wheelchairs"
+E1092-E1093,"Heavy Duty, Wide Wheelchairs"
+E1100-E1110,Semi-reclining Wheelchairs
+E1130-E1161,Standard Wheelchairs
+E1170-E1200,Amputee Wheelchairs
+E1220-E1228,Other Wheelchairs and Accessories
+E1229-E1239,Pediatric Wheelchairs
+E1240-E1270,Lightweight Wheelchairs
+E1280-E1298,Heavy Duty and Special Wheelchairs
+E1300-E1310,Whirlpool Baths
+E1352-E1406,Accessories for Oxygen Delivery Devices
+E1500-E1699,Dialysis Systems and Accessories
+E1700-E1702,Jaw Motion Rehabilitation Systems
+E1800-E1841,Extension/Flexion Rehabilitation Devices
+E1902-E1902,Communication Boards
+E2000-E2120,Miscellaneous Pumps and Monitors
+E1905-E1905,Virtual Reality Cognitive Behavioral Therapy Device (CBT)
+E2201-E2295,Manual Wheelchair Accessories
+E2300-E2398,Power Wheelchair Accessories
+E2402-E2402,Wound Therapy Pumps
+E2500-E2599,"Speech Generating Devices, Software, and Accessories"
+E2601-E2625,Wheelchair Seat and Back Cushions
+E2626-E2633,Wheelchair Mobile Arm Supports
+E3000-E3000,Speech Volume Modulation System
+E8000-E8002,Pediatric Gait Trainers
+G0008-G0010,Vaccine Administration
+G0011-G0024,"Psychotherapy, Pre-Exposure Prophylaxis Counseling and Community Health Integration Services"
+G0027-G0027,Analysis of Semen Specimen
+G0028-G0067,MIPS Measures
+G0068-G0070,Professional Services for Drug Infusion
+G0071-G0071,Telemed Services
+G0076-G0087,Home Care Management Services
+G0088-G0090,Initial Visit for Professional Services
+G0101-G0124,Screening Examinations and Disease Management Training
+G0127-G0372,Miscellaneous Diagnostic and Therapeutic Services
+G0378-G0384,Hospital Observation and Emergency Services
+G0390-G0390,Other Emergency Services
+G0396-G0397,Alcohol and Substance Abuse Assessments
+G0398-G0400,"Sleep Studies, In Home"
+G0402-G0405,Initial Services for Medicare Enrollment
+G0406-G0408,Followup Telehealth Consultations
+G0409-G0411,Psychological Services
+G0412-G0415,Fracture Treatment
+G0416-G0416,"Gross and Microscopic Examinations, Prostate Biopsy"
+G0420-G0421,Face-to-Face Educational Services
+G0422-G0424,Cardiac and Pulmonary Rehabilitation Services
+G0425-G0427,Initial Telehealth Consultations
+G0428-G0429,Filler Procedures
+G0432-G0435,Laboratory Screening Tests
+G0438-G0451,"Counseling, Screening, and Prevention Services"
+G0452-G0465,Miscellaneous Services
+G0466-G0470,Federally Qualified Health Center (FQHC) Visits
+G0471-G0659,Other Services
+G0913-G0918,Quality Measures for Cataract Surgery
+G1001-G1028,Clinical Decision Support Mechanism (CDSM)
+G2000-G2000,Convulsive Therapy Procedure
+G2001-G2020,Other Evaluation and Management Services
+G2021-G2025,Care Management Services
+G2066-G2066,Cardiac Device Evaluation
+G2067-G2075,Medication Assisted Treatment Programme
+G2076-G2081,Opioid Use Disorder - Evaluation and Treatment
+G2082-G2083,Evaluation and Management Services
+G2086-G2088,Opioid Use Disorder - Treatment (Office Based)
+G2090-G2152,Functional Status
+G2167-G2167,Performance Measures
+G2168-G2169,Therapy Maintenance Program in Home Health Setting
+G2172-G2172,Opioid Use Disorder (OUD) Treatment Services
+G2173-G2210,Clinician Documentation and Management Services
+G2211-G2214,Evaluation and Care Management Services
+G2215-G2216,Take Home Supplies
+G2250-G2250,Documentation assessment (Remote)
+G2251-G2252,Brief Communication Technology-Based Services
+G3002-G3003,Chronic Pain Management And Treatment Services
+G4000-G4038,MIPS Specialty Set
+G6001-G6017,Radiation Therapy Services
+G8395-G8635,Additional Quality Measures
+G8647-G8670,Quality Measures Related for Risk-adjusted Functional Status Scoring
+G8694-G8970,More Quality Measures
+G9001-G9012,MCCD (Medicare Coordinated Care Demonstration)
+G9013-G9140,Medicare Demonstration Projects
+G9143-G9143,Warfarin Responsiveness Testing
+G9147-G9147,Outpatient Intravenous Insulin Treatment
+G9148-G9153,Primary Care Quality Measures
+G9156-G9156,Provider Assessment for Wheelchair
+G9157-G9157,Diagnostic Cardiac Doppler Ultrasound
+G9187-G9187,Bundled Payment Care
+G9188-G9893,Additional Assorted Quality Measures
+G9894-G9897,Radiology services Prostate
+G9898-G9898,Geriatric care Management
+G9899-G9900,Breast screening/diagnostics/Therapeutics
+G9901-G9901,Additional Geriatric care Management
+G9902-G9909,Tobacco Screening
+G9910-G9910,Other Geriatric care Management
+G9911-G9911,Breast screening (Therapeutics)
+G9912-G9915,Anti TNF Diagnostics for HBV status
+G9916-G9918,Functional Status codes
+G9919-G9932,Screening
+G9938-G9940,Geriatric Care Management and Other Services
+G9942-G9949,Pain assessment
+G9954-G9961,Medications (Antiemetics and Antimicrobials)
+G9962-G9963,Embolization
+G9964-G9970,"Screening, Wellness and Physician visits"
+G9974-G9975,Vision Assessment
+G9978-G9987,Remote In-House Evaluation And Management Assessment
+G9988-G9999,Palliative Care Services
+H0001-H0030,"Drug, Alcohol, and Behavioral Health Services"
+H0031-H0040,Mental Health Programs and Medication Administration Training
+H0041-H0042,Foster Care
+H0043-H0044,Supported Housing
+H0045-H0050,Miscellaneous Drug and Alcohol Services
+H1000-H1011,Prenatal Care and Family Planning Assessment
+H2000-H2041,Other Mental Health and Community Support Services
+J0120-J7175,"Drugs, Administered by Injection"
+J7177-J7214,Clotting Factors
+J7294-J7307,Contraceptive Systems
+J7308-J7402,Miscellaneous Drugs
+J7500-J7599,Immunosuppressive Drugs
+J7604-J7686,Inhalation Solutions
+J7699-J8499,"Drugs, Not Otherwise Classified"
+J8501-J8999,"Chemotherapy Drugs, Oral Administration"
+K0001-K0195,"Wheelchairs, Components, and Accessories"
+K0455-K0605,INFUSION PUMPS AND SUPPLIES
+K0606-K0609,Automated External Defibrillator and Supplies
+K0669-K0746,Miscellaneous DME and Accessories
+K0800-K0812,Power Operated Vehicles
+K0813-K0899,"Wheelchairs, Power Operated"
+K0900-K0900,"Customized DME, Other Than Wheelchair"
+L0112-L0174,Cervical Orthotics
+L0180-L0200,Cervical Orthotics Multi-post Collar
+L0220-L0220,Thoracic Rib Belts
+L0450-L0492,Thoracic-lumbar-sacral (TLSO) Orthotics
+L0621-L0624,Sacral Orthotics
+L0625-L0627,Lumbar Orthotics
+L0628-L0640,Lumbar-sacral Orthotics
+L0641-L0642,Lumbar Orthotics Sagittal Control
+L0643-L0651,Lumbar-sacral Orthotics Sagittal Control
+L0700-L0710,Cervical-thoracic-lumbar-sacral Orthotics
+L0810-L0861,Cervical Halo Procedures
+L0970-L0999,Accessories for Spinal Orthotics
+L1000-L1120,Scoliosis Orthotic Devices
+L1200-L1290,"Low-profile Additions, Thoracic-lumbar-sacral Orthotics"
+L1300-L1499,Other Scoliosis and Spinal Orthotics and Procedures
+L1600-L1690,Hip Orthotics
+L1700-L1755,Legg Perthes Orthotics
+L1810-L1860,Knee Orthotics
+L1900-L1990,Ankle-foot Orthotics
+L2000-L2038,Knee-ankle-foot Orthotics
+L2040-L2090,Hip-knee-ankle-foot Orthotics
+L2106-L2116,Ankle-foot Orthotics
+L2126-L2136,Knee-ankle-foot Orthotics
+L2180-L2192,"Additions, Lower Extremity, Fracture Orthotics"
+L2200-L2397,"Additions, Lower Extremity Orthotics"
+L2405-L2492,Orthotic Additions to Knee Joints
+L2500-L2550,"Additions, Weight-bearing, Lower Extremities"
+L2570-L2680,"Additions, Pelvic and/or Thoracic Control, Lower Extremities"
+L2750-L2999,Other Lower Extremity Additions
+L3000-L3031,"Foot Inserts, Removable"
+L3040-L3090,Foot Arch Supports
+L3100-L3170,Repositioning Foot Orthotics
+L3201-L3207,Orthopedic Shoes
+L3208-L3211,Surgical Boots
+L3212-L3214,Benesch Boots
+L3215-L3265,Other Orthopedic Footwear
+L3300-L3334,Shoe Lifts
+L3340-L3420,Shoe Wedges
+L3430-L3485,Shoe Heels
+L3500-L3595,Other Orthopedic Shoe Additions
+L3600-L3649,Orthosis Transfers
+L3650-L3678,Shoulder Orthotics
+L3702-L3762,Elbow Orthotics
+L3763-L3766,Elbow-wrist-hand Orthotics
+L3806-L3904,Wrist-hand-finger Orthotics
+L3905-L3908,Wrist-hand Orthotics
+L3912-L3956,"Additional Miscellaneous Orthotics, Upper Extremities"
+L3960-L3973,Shoulder-elbow-wrist-hand Orthotics
+L3975-L3978,Shoulder-elbow-wrist-hand-finger Orthotics
+L3980-L3999,"Fracture, Addition, and Unspecified Orthotics, Upper Extremities"
+L4000-L4210,Orthotic Replacement Parts or Repair
+L4350-L4631,Other Lower Extremity Orthotics
+L5000-L5020,Partial Foot Prosthetics
+L5050-L5060,Ankle Prosthetics
+L5100-L5105,Below the Knee Prosthetics
+L5150-L5160,Knee Disarticulation Prosthetics
+L5200-L5230,Above the Knee Prosthetics
+L5250-L5270,Hip Disarticulation Prosthetics
+L5280-L5341,"Endoskeletal Prosthetics, Lower Limbs"
+L5400-L5460,"Prosthetic Fitting, Immediate Postsurgical or Early, Lower Limbs"
+L5500-L5505,"Supply, Initial Prosthesis"
+L5510-L5600,"Supply, Preparatory Prosthesis"
+L5610-L5617,"Endoskeletal Prosthetic Additions, Lower Extremities"
+L5618-L5628,"Test Socket Prosthetic Additions, Lower Extremities"
+L5629-L5653,Various Prosthetic Sockets
+L5654-L5699,"Socket Insert, Suspensions, and Other Prosthetic Additions"
+L5700-L5703,Replacement Sockets
+L5704-L5707,Custom-shaped Protective Covers
+L5710-L5780,Exoskeletal Knee-shin System Additions
+L5781-L5782,"Vacuum Pumps, Lower Limb Prosthetic Additions"
+L5785-L5795,Other Exoskeletal Additions
+L5810-L5966,Endoskeletal Knee or Hip System Additions
+L5968-L5999,Ankle and/or Foot Prosthetics and Additions
+L6000-L6026,Partial Hand Prosthetics
+L6050-L6055,"Wrist Disarticulation, Hand Prosthetics"
+L6100-L6130,"Below Elbow, Forearm and Hand Prosthetics"
+L6200-L6205,"Elbow Disarticulation, Forearm and Hand Prosthetics"
+L6250-L6250,"Above Elbow, Forearm and Hand Prosthetics"
+L6300-L6320,"Shoulder Disarticulation, Arm and Hand Prosthetics"
+L6350-L6370,"Interscapular Thoracic, Arm, and Hand Prosthetics"
+L6380-L6388,"Prosthetic Fitting, Immediate Postsurgical or Early, Upper Limbs"
+L6400-L6570,"Molded Socket Endoskeletal Prosthetic System, Upper Limbs"
+L6580-L6590,"Preparatory Prosthetic, Upper Limbs"
+L6600-L6698,Upper Extremity Prosthetic Additions
+L6703-L6882,Terminal Devices and Additions
+L6883-L6885,"Replacement Sockets, Upper Limbs"
+L6890-L6915,Hand Restoration Prosthetics and Additions
+L6920-L6975,External Power Upper Limb Prosthetics
+L7007-L7045,Electric Hand or Hook and Additions
+L7170-L7259,Electronic Elbow and Additions
+L7360-L7368,Batteries and Accessories
+L7400-L7405,Additions for Upper Extremity Prosthetics
+L7499-L7499,"Upper Extremity Prosthetics, Not Otherwise Specified (NOS)"
+L7510-L7520,Prosthetic Repair
+L7600-L7600,Prosthetic Donning Sleeve
+L7700-L7700,Gasket or Seal with Prosthetic
+L7900-L7902,Penile Prosthetics
+L8000-L8039,Breast Prosthetics and Accessories
+L8040-L8049,Facial and External Ear Prosthetics
+L8300-L8330,Hernia Trusses
+L8400-L8485,"Prosthetic Sheaths, Socks, and Shrinkers"
+L8499-L8499,Unlisted Prosthetic Procedures
+L8500-L8515,Voice Prosthetics and Accessories
+L8600-L8600,Prosthetic Breast Implant
+L8603-L8607,Bulking Agents
+L8608-L8629,Implantable Eye and Ear Prosthetics and Accessories
+L8630-L8659,Implantable Hand and Feet Prosthetics
+L8670-L8670,Vascular Implants
+L8678-L8689,Implantable Neurostimulators and Components
+L8690-L9900,Miscellaneous Orthotic and Prosthetic Services and Supplies
+M1003-M1005,TB Screening
+M1006-M1014,Evaluation AND Assessment
+M1016-M1018,Patient Status
+M1019-M1026,"Adolescent Depression, Remission AND Management"
+M1027-M1031,Head Imaging
+M1032-M1036,Pharmacotherapy for OUD
+M1037-M1041,Lumbar Spine Associated Conditions
+M1043-M1049,Functional STATUS Measurement
+M1051-M1051,Lumbar Spine Conditions
+M1052-M1052,Limb Pain Assessment
+M1054-M1054,Urgent Care Visit
+M1055-M1057,Anticoagulation Management
+M1058-M1060,Performance Assessment
+M1067-M1067,Hospice Services
+M1068-M1068,Mobility Status
+M1069-M1070,Fall Risk Assessment
+P2028-P2038,Laboratory Tests of Blood and Hair
+P3000-P3001,Pap Smears
+P7001-P7001,Urine Bacterial Culture and Sensitivity Studies
+P9010-P9100,"Blood and Blood Products, with Associated Procedures"
+P9603-P9604,"Specimen Collection, Travel Allowance"
+P9612-P9615,"Specimen Collection, Catheterization"
+Q0035-Q0144,Miscellaneous Drugs and Tests
+Q0161-Q0181,Chemotherapy Anti-emetic Medications
+Q0220-Q0249,COVID-19 Infusion Therapy
+Q0477-Q0509,Ventricular Assist Devices
+Q0510-Q0514,Pharmacy Supply and Dispensing Fees
+Q0515-Q2028,Miscellaneous Drug and New Technology Codes
+Q2034-Q2039,Influenza Virus Vaccines
+Q2041-Q3031,Other Drugs and Service Fees
+Q4001-Q4051,Cast and Splint Supplies
+Q4074-Q4082,Miscellaneous Drugs
+Q4100-Q4304,Skin Substitutes and Biologicals
+Q5001-Q5010,Hospice and Home Health Care
+Q5101-Q5101,Additional Miscellaneous Drugs
+Q5103-Q5111,Anti-Inflammatory Medication and Chemotherapy Medication
+Q5112-Q5132,Cancer and Vision Associated Drugs
+Q9001-Q9004,Assessment and Couseling-Department of Veterans Affairs Chaplain Services
+Q9950-Q9983,Contrast Agents/Diagnostic Imaging
+Q9991-Q9992,Other Drugs and Test
+S0012-S0197,Non-Medicare Drug Codes
+S0199-S0400,Miscellaneous Provider Services
+S0500-S0596,Vision Supplies
+S0601-S0622,Screenings and Examinations
+S0630-S3722,Miscellaneous Provider Services and Supplies
+S3800-S3870,Genetic Testing
+S3900-S3904,Miscellaneous Tests
+S4005-S4989,ASSORTED OBSTETRICAL AND FERTILITY SERVICES
+S4990-S5014,Miscellaneous Medications and Therapeutic Substances
+S5035-S5199,Various Home Care Services
+S5497-S5523,Home Infusion Therapy
+S5550-S5571,Insulin and Delivery Devices
+S8030-S8092,Imaging Studies
+S8096-S8210,Assisted Breathing Supplies
+S8265-S9152,Miscellaneous Supplies and Services
+S9208-S9214,Home Management of Pregnancy
+S9325-S9379,Home Infusion Therapy
+S9381-S9485,Miscellaneous Supplies and Services
+S9490-S9810,Home Therapy Services
+S9900-S9999,"Various Services, Fees, and Costs"
+T1000-T1005,Nursing Services
+T1006-T1012,Alcohol and Substance Abuse Services
+T1013-T1018,Other Services
+T1019-T1022,Home Health Services
+T1023-T1029,"Screenings, Assessments, and Treatments, Individual and Family"
+T1030-T1031,Additional Nursing Services
+T1032-T1033,Doula Birth Worker Services
+T1040-T1041,Behavioral Health Services
+T1502-T1999,Miscellaneous Services and Supplies
+T2001-T2007,Transportation Services
+T2010-T2011,Preadmission Screening
+T2012-T2041,Waiver Services
+T2042-T2046,Hospice Care
+T2047-T2047,Prevocational Habilitation Waiver Services
+T2048-T2048,Long-term Residential Care
+T2049-T2049,Non-emergency Transportation Fees
+T2050-T2051,"Financial Management and Supports Brokerage Services, Per Diem"
+T2101-T2101,Services Related to Breast Milk
+T4521-T4545,Incontinence Supplies
+T5001-T5999,Other and Unspecified Supplies
+V2020-V2025,Spectacle Frames
+V2100-V2199,"Lenses, Single Vision"
+V2200-V2299,"Lenses, Bifocals"
+V2300-V2399,"Lenses, Trifocal"
+V2410-V2499,"Lenses, Aspherical and Variable Sphericity"
+V2500-V2599,Assorted Contact Lenses
+V2600-V2615,Low and Near Vision Aids
+V2623-V2629,Eye Prosthetics and Services
+V2630-V2632,"Lenses, Intraocular"
+V2700-V2799,Vision Services
+V5008-V5020,Hearing Assessments and Evaluations
+V5030-V5060,"Hearing Aid, Monaural"
+V5070-V5110,Miscellaneous Hearing Services and Supplies
+V5120-V5267,Hearing Aids
+V5268-V5290,Assistive Hearing Devices
+V5298-V5299,Other and Miscellaneous Hearing Services and Supplies
+V5336-V5364,Speech-related Screenings and Communication Device Repair

fieldExtraction/crosswalk/mapping_csvs/rev_cd/rev_mapping.csv

@@ -0,0 +1,520 @@
+Code,Description
+0001,Total Charge
+0022,Health Insurance - Prospective Payment System (HIPPS) - Skilled Nursing Facility - PPS
+0023,Health Insurance - Prospective Payment System (HIPPS) - Home Health - PPS
+0024,Health Insurance - Prospective Payment System (HIPPS) - Inpatient Rehab Facility - PPS
+0100,All inclusive Rate - All-Inclusive room and board plus ancillary
+0101,All inclusive Rate - All-Inclusive room and board
+0110,Room & Board - Private (One Bed) - General Classification
+0111,Room & Board - Private (One Bed) - Medical/Surgical/GYN
+0112,Room & Board - Private (One Bed) - Obstetrics (OB)
+0113,Room & Board - Private (One Bed) - Pediatric
+0114,Room & Board - Private (One Bed) - Psychiatric
+0115,Room & Board - Private (One Bed) - Hospice
+0116,Room & Board - Private (One Bed) - Detoxification
+0117,Room & Board - Private (One Bed) - Oncology
+0118,Room & Board - Private (One Bed) - Rehabilitation
+0119,Room & Board - Private (One Bed) - Other
+0120,Room & Board - Semi-private (Two Beds) - General Classification
+0121,Room & Board - Semi-private (Two Beds) - Medical/Surgical/GYN
+0122,Room & Board - Semi-private (Two Beds) - Obstetrics (OB)
+0123,Room & Board - Semi-private (Two Beds) - Pediatric
+0124,Room & Board - Semi-private (Two Beds) - Psychiatric
+0125,Room & Board - Semi-private (Two Beds) - Hospice
+0126,Room & Board - Semi-private (Two Beds) - Detoxification
+0127,Room & Board - Semi-private (Two Beds) - Oncology
+0128,Room & Board - Semi-private (Two Beds) - Rehabilitation
+0129,Room & Board - Semi-private (Two Beds) - Other
+0130,Room & Board - Three and Four Beds - General Classification
+0131,Room & Board - Three and Four Beds - Medical/Surgical/GYN
+0132,Room & Board - Three and Four Beds - Obstetrics (OB)
+0133,Room & Board - Three and Four Beds - Pediatric
+0134,Room & Board - Three and Four Beds - Psychiatric
+0135,Room & Board - Three and Four Beds - Hospice
+0136,Room & Board - Three and Four Beds - Detoxification
+0137,Room & Board - Three and Four Beds - Oncology
+0138,Room & Board - Three and Four Beds - Rehabilitation
+0139,Room & Board - Three and Four Beds - Other
+0140,Room & Board - Deluxe Private - General Classification
+0141,Room & Board - Deluxe Private - Medical/Surgical/GYN
+0142,Room & Board - Deluxe Private - Obstetrics (OB)
+0143,Room & Board - Deluxe Private - Pediatric
+0144,Room & Board - Deluxe Private - Psychiatric
+0145,Room & Board - Deluxe Private - Hospice
+0146,Room & Board - Deluxe Private - Detoxification
+0147,Room & Board - Deluxe Private - Oncology
+0148,Room & Board - Deluxe Private - Rehabilitation
+0149,Room & Board - Deluxe Private - Other
+0150,Room & Board - Ward - General Classification
+0151,Room & Board - Ward - Medical/Surgical/GYN
+0152,Room & Board - Ward - Obstetrics (OB)
+0153,Room & Board - Ward - Pediatric
+0154,Room & Board - Ward - Psychiatric
+0155,Room & Board - Ward - Hospice
+0156,Room & Board - Ward - Detoxification
+0157,Room & Board - Ward - Oncology
+0158,Room & Board - Ward - Rehabilitation
+0159,Room & Board - Ward - Other
+0160,Room & Board - Other - General Classification
+0164,Room & Board - Other - Sterile Environment
+0167,Room & Board - Other - Self Care
+0169,Room & Board - Other - Other
+0170,Nursery - General Classification
+0171,Nursery - Newborn - Level I
+0172,Nursery - Newborn - Level II
+0173,Nursery - Newborn - Level III
+0174,Nursery - Newborn - Level IV
+0179,Nursery - Other Nursery
+0180,Leave of Absence - General Classification
+0182,Leave of Absence - Patient Convenience
+0183,Leave of Absence - Therapeutic Leave
+0185,Leave of Absence - Nursing Home (for Hospitalization)
+0189,Leave of Absence - Other LOA
+0190,Subacute Care - General Classification
+0191,Subacute Care - Level I
+0192,Subacute Care - Level II
+0193,Subacute Care - Level III
+0194,Subacute Care - Level IV
+0199,Subacute Care - Other Subacute Care
+0200,Intensive Care Unit - General Classification
+0201,Intensive Care Unit - Surgical
+0202,Intensive Care Unit - Medical
+0203,Intensive Care Unit - Pediatric
+0204,Intensive Care Unit - Psychiatric
+0206,Intensive Care Unit - Intermediate ICU
+0207,Intensive Care Unit - Burn Care
+0208,Intensive Care Unit - Trauma
+0209,Intensive Care Unit - Other Intensive Care
+0210,Coronary Care Unit - General Classification
+0211,Coronary Care Unit - Myocardial Infarction
+0212,Coronary Care Unit - Pulmonary Care
+0213,Coronary Care Unit - Heart Transplant
+0214,Coronary Care Unit - Intermediate CCU
+0219,Coronary Care Unit - Other Coronary CCU
+0220,Special Charges - General Classification
+0221,Special Charges - Admission Charges
+0222,Special Charges - Technical Support Charge
+0223,Special Charges - U.R. Service Charge
+0224,"Special Charges - Late Discharge, Medically Necessary"
+0229,Special Charges - Other Special Charges
+0230,Incremental Nursing Charge - General Classification
+0231,Incremental Nursing Charge - Nursery
+0232,Incremental Nursing Charge - OB
+0233,Incremental Nursing Charge - ICU
+0234,Incremental Nursing Charge - CCU
+0235,Incremental Nursing Charge - Hospice
+0239,Incremental Nursing Charge - Other
+0240,All Inclusive Ancillary - General Classification
+0241,All Inclusive Ancillary - Basic
+0242,All Inclusive Ancillary - Comprehensive
+0243,All Inclusive Ancillary - Specialty
+0249,All Inclusive Ancillary - Other All Inclusive Ancillary
+0250,Pharmacy - General Classification
+0251,Pharmacy - Generic Drugs
+0252,Pharmacy - Non-Generic Drugs
+0253,Pharmacy - Take Home Drugs
+0254,Pharmacy - Drugs Incident to Other Diagnostic Services
+0255,Pharmacy - Drugs Incident to Radiology
+0256,Pharmacy - Experimental Drugs
+0257,Pharmacy - Non-Prescription
+0258,Pharmacy - IV Solutions
+0259,Pharmacy - Other Pharmacy
+0260,IV Therapy - General Classification
+0261,IV Therapy - Infusion Pump
+0262,IV Therapy - IV Therapy/Pharmacy Svcs
+0263,IV Therapy - IV Therapy/Drug/Supply Delivery
+0264,IV Therapy - IV Therapy/Supplies
+0269,IV Therapy - Other IV Therapy
+0270,Medical/Surgical Supplies and Devices - General Classification
+0271,Medical/Surgical Supplies and Devices - Non-sterile Supply
+0272,Medical/Surgical Supplies and Devices - Sterile Supply
+0273,Medical/Surgical Supplies and Devices - Take Home Supplies
+0274,Medical/Surgical Supplies and Devices - Prosthetic/Orthotic Devices
+0275,Medical/Surgical Supplies and Devices - Pacemaker
+0276,Medical/Surgical Supplies and Devices - Intraocular Lens
+0277,Medical/Surgical Supplies and Devices - Oxygen - Take Home
+0278,Medical/Surgical Supplies and Devices - Other Implant
+0279,Medical/Surgical Supplies and Devices - Other Supplies/Devices
+0280,Oncology - General Classification
+0289,Oncology - Other Oncology
+0290,Durable Medical Equipment (other than renal) - General Classification
+0291,Durable Medical Equipment (other than renal) - Rental
+0292,Durable Medical Equipment (other than renal) - Purchase of New DME
+0293,Durable Medical Equipment (other than renal) - Purchase of Used DME
+0294,Durable Medical Equipment (other than renal) - Supplies/Drugs for DME
+0299,Durable Medical Equipment (other than renal) - Other Equipment
+0300,Laboratory - General Classification
+0301,Laboratory - Chemistry
+0302,Laboratory - Immunology
+0303,Laboratory - Renal Patient (Home)
+0304,Laboratory - Non-Routine Dialysis
+0305,Laboratory - Hematology
+0306,Laboratory - Bacteriology & Microbiology
+0307,Laboratory - Urology
+0309,Laboratory - Other Laboratory
+0310,Laboratory Pathology - General Classification
+0311,Laboratory Pathology - Cytology
+0312,Laboratory Pathology - Histology
+0314,Laboratory Pathology - Biopsy
+0319,Laboratory Pathology - Other Laboratory Pathology
+0320,Radiology - Diagnostic - General Classification
+0321,Radiology - Diagnostic - Angiocardiology
+0322,Radiology - Diagnostic - Arthrography
+0323,Radiology - Diagnostic - Arteriography
+0324,Radiology - Diagnostic - Chest X-Ray
+0329,Radiology - Diagnostic - Other Radiology - Diagnostic
+0330,Radiology - Therapeutic and/or Chemotherapy Administration - General Classification
+0331,Radiology - Therapeutic and/or Chemotherapy Administration - Chemotherapy Admin - Injected
+0332,Radiology - Therapeutic and/or Chemotherapy Administration - Chemotherapy Admin - Oral
+0333,Radiology - Therapeutic and/or Chemotherapy Administration - Radiation Therapy
+0335,Radiology - Therapeutic and/or Chemotherapy Administration - Chemotherapy Admin - IV
+0339,Radiology - Therapeutic and/or Chemotherapy Administration - Other Radiology - Therapeutic
+0340,Nuclear Medicine - General Classification
+0341,Nuclear Medicine - Diagnostic
+0342,Nuclear Medicine - Therapeutic
+0343,Nuclear Medicine - Diagnostic Radiopharmaceuticals
+0344,Nuclear Medicine - Therapeutic Radiopharmaceuticals
+0349,Nuclear Medicine - Other Nuclear Medicine
+0350,CT Scan - General Classification
+0351,CT Scan - CT - Head Scan
+0352,CT Scan - CT - Body Scan
+0359,CT Scan - CT Other
+0360,Operating Room Services - General Classification
+0361,Operating Room Services - Minor Surgery
+0362,Operating Room Services - Organ Transplant - Other than Kidney
+0367,Operating Room Services - Kidney Transplant
+0369,Operating Room Services - Other OR Services
+0370,Anesthesia - General Classification
+0371,Anesthesia - Anesthesia Incident to Radiology
+0372,Anesthesia - Anesthesia Incident to Other Dx Services
+0374,Anesthesia - Acupuncture
+0379,Anesthesia - Other Anesthesia
+0380,Blood and Blood Components - General Classification
+0381,Blood and Blood Components - Packed Red Cells
+0382,Blood and Blood Components - Whole Blood
+0383,Blood and Blood Components - Plasma
+0384,Blood and Blood Components - Platelets
+0385,Blood and Blood Components - Leukocytes
+0386,Blood and Blood Components - Other Blood Components
+0387,Blood and Blood Components - Other Derivatives (Cryoprecipitate)
+0389,Blood and Blood Components - Other Blood and Blood Components
+0390,"Administration, Processing and Storage for Blood and Blood Components - General Classification"
+0391,"Administration, Processing and Storage for Blood and Blood Components - Administration (e.g., Transfusion)"
+0392,"Administration, Processing and Storage for Blood and Blood Components - Processing and Storage"
+0399,"Administration, Processing and Storage for Blood and Blood Components - Other Blood Handling"
+0400,Other Imaging Services - General Classification
+0401,Other Imaging Services - Diagnostic Mammography
+0402,Other Imaging Services - Ultrasound
+0403,Other Imaging Services - Screening Mammography
+0404,Other Imaging Services - Positron Emission Tomography
+0409,Other Imaging Services - Other Imaging Services
+0410,Respiratory Services - General Classification
+0412,Respiratory Services - Inhalation Services
+0413,Respiratory Services - Hyperbaric Oxygen Therapy
+0419,Respiratory Services - Other Respiratory Services
+0420,Physical Therapy - General Classification
+0421,Physical Therapy - Visit
+0422,Physical Therapy - Hourly
+0423,Physical Therapy - Group
+0424,Physical Therapy - Evaluation or Re-evaluation
+0429,Physical Therapy - Other Physical Therapy
+0430,Occupational Therapy - General Classification
+0431,Occupational Therapy - Visit
+0432,Occupational Therapy - Hourly
+0433,Occupational Therapy - Group
+0434,Occupational Therapy - Evaluation or Reevaluation
+0439,Occupational Therapy - Other Occupational Therapy
+0440,Speech Therapy - Language Pathology - General Classification
+0441,Speech Therapy - Language Pathology - Visit
+0442,Speech Therapy - Language Pathology - Hourly
+0443,Speech Therapy - Language Pathology - Group
+0444,Speech Therapy - Language Pathology - Evaluation or Reevaluation
+0449,Speech Therapy - Language Pathology - Other Speech Therapy
+0450,Emergency Room - General Classification
+0451,Emergency Room - EMTALA Emergency Medical Screening
+0452,Emergency Room - ER Beyond EMTALA
+0456,Emergency Room - Urgent Care
+0459,Emergency Room - Other Emergency Room
+0460,Pulmonary Function - General Classification
+0469,Pulmonary Function - Other Pulmonary
+0470,Audiology - General Classification
+0471,Audiology - Diagnostic
+0472,Audiology - Treatment
+0479,Audiology - Other Audiology
+0480,Cardiology - General Classification
+0481,Cardiology - Cardiac Cath Lab
+0482,Cardiology - Stress Test
+0483,Cardiology - Echocardiology
+0489,Cardiology - Other Cardiology
+0490,Ambulatory Surgical Care - General Classification
+0499,Ambulatory Surgical Care - Other Ambulatory Surgical
+0500,Outpatient Services - General Classification
+0509,Outpatient Services - Other Outpatient
+0510,Clinic - General Classification
+0511,Clinic - Chronic Pain Center
+0512,Clinic - Dental Clinic
+0513,Clinic - Psychiatric Clinic
+0514,Clinic - OB-GYN Clinic
+0515,Clinic - Pediatric Clinic
+0516,Clinic - Urgent Care Clinic
+0517,Clinic - Family Practice Clinic
+0519,Clinic - Other Clinic
+0520,Free-Standing Clinic - General Classification
+0521,Free-Standing Clinic - Clinic Visit by Member to RHC/FQHC
+0522,Free-Standing Clinic - Home Visit by RHC/FQHC Practitioner
+0523,Free-Standing Clinic - Family Practice Clinic
+0524,Free-Standing Clinic - Visit by RHC/FQHC Practitioner to a Member in a Covered Part A Stay at SNF
+0525,Free-Standing Clinic - Visit by RHC/FQHC Practitioner to a Member in a SNF (not in a Covered Part A Stay) or NF or ICF MR or Other Residential Facility
+0526,Free-Standing Clinic - Urgent Care Clinic
+0527,Free-Standing Clinic - Visiting Nurse Service(s) to a Member's Home when in a Home Health Shortage Area
+0528,"Free-Standing Clinic - Visit by RHC/FQHC Practitioner to Other non-RHC/FQHC site (e.g., Scene of Accident)"
+0529,Free-Standing Clinic - Other Freestanding Clinic
+0530,Osteopathic Services - General Classification
+0531,Osteopathic Services - Osteopathic Therapy
+0539,Osteopathic Services - Other Osteopathic Services
+0540,Ambulance - General Classification
+0541,Ambulance - Supplies
+0542,Ambulance - Medical Transport
+0543,Ambulance - Heart Mobile
+0544,Ambulance - Oxygen
+0545,Ambulance - Air Ambulance
+0546,Ambulance - Neonatal Ambulance Services
+0547,Ambulance - Pharmacy
+0548,Ambulance - EKG Transmission
+0549,Ambulance - Other Ambulance
+0550,Skilled Nursing - General Classification
+0551,Skilled Nursing - Visit Charge
+0552,Skilled Nursing - Hourly Rate
+0559,Skilled Nursing - Other Skilled Nursing
+0560,Home Health (HH) - Medical Social Services - General Classification
+0561,Home Health (HH) - Medical Social Services - Visit Charge
+0562,Home Health (HH) - Medical Social Services - Hourly Charge
+0569,Home Health (HH) - Medical Social Services - Other Med. Social Service
+0570,Home Health (HH) Aide - General Classification
+0571,Home Health (HH) Aide - Visit Charge
+0572,Home Health (HH) Aide - Hourly Charge
+0579,Home Health (HH) Aide - Other HH Aide
+0580,Home Health (HH) - Other Visits - General Classification
+0581,Home Health (HH) - Other Visits - Visit Charge
+0582,Home Health (HH) - Other Visits - Hourly Charge
+0583,Home Health (HH) - Other Visits - Assessment
+0589,Home Health (HH) - Other Visits - Other Home Health Visit
+0590,Home Health (HH) Units of Service - General Classification
+0600,Home Health (HH) - Oxygen - General Classification
+0601,Home Health (HH) - Oxygen - Oxygen - Stat Equip/Supply/Content
+0602,Home Health (HH) - Oxygen - Oxygen - Stat Equip/Supply < 1 LPM
+0603,Home Health (HH) - Oxygen - Oxygen - Stat Equip/Supply > 4 LPM
+0604,Home Health (HH) - Oxygen - Oxygen - Port Add-on
+0609,Home Health (HH) - Oxygen - Oxygen - Other
+0610,Magnetic Resonance Technology (MRT) - General Classification
+0611,Magnetic Resonance Technology (MRT) - MRI - Brain/Brainstem
+0612,Magnetic Resonance Technology (MRT) - MRI - Spinal Cord/Spine
+0614,Magnetic Resonance Technology (MRT) - MRI - Other
+0615,Magnetic Resonance Technology (MRT) - MRA - Head and Neck
+0616,Magnetic Resonance Technology (MRT) - MRA - Lower Extremities
+0618,Magnetic Resonance Technology (MRT) - MRA - Other
+0619,Magnetic Resonance Technology (MRT) - Other MRT
+0621,Medical Surgical Supplies - Supplies Incident to Radiology
+0622,Medical Surgical Supplies - Supplies Incident to Other DX Services
+0623,Medical Surgical Supplies - Surgical Dressings
+0624,Medical Surgical Supplies - FDA Investigational Devices
+0631,Pharmacy - Single Source Drug
+0632,Pharmacy - Multiple Source Drug
+0633,Pharmacy - Restrictive Prescription
+0634,"Pharmacy - Erythropoietin (EPO)< 10,000 units"
+0635,"Pharmacy - Erythropoietin (EPO)> 10,000 Units"
+0636,Pharmacy - Drugs Requiring Detailed Coding
+0637,Pharmacy - Self-administrable Drugs
+0640,Home IV Therapy Services - General Classification
+0641,"Home IV Therapy Services - Non-routine Nursing, Central Line"
+0642,"Home IV Therapy Services - IV Site Care, Central Line"
+0643,"Home IV Therapy Services - IV Start/Care, Peripheral Line"
+0644,"Home IV Therapy Services - Non-routine Nursing, Peripheral Line"
+0645,"Home IV Therapy Services - Training Patient/Caregiver, Central Line"
+0646,"Home IV Therapy Services - Training Disabled Patient, Central Line"
+0647,"Home IV Therapy Services - Training Patient/Caregiver, Peripheral Line"
+0648,"Home IV Therapy Services - Training Disabled Patient, Peripheral Line"
+0649,Home IV Therapy Services - Other IV Therapy Services
+0650,Hospice Service - General Classification
+0651,Hospice Service - Routine Home Care
+0652,Hospice Service - Continuous Home Care
+0655,Hospice Service - Inpatient Respite Care
+0656,Hospice Service - General Inpatient Care Non-Respite
+0657,Hospice Service - Physician Services
+0658,Hospice Service - Hospice Room & Board - Nursing Facility
+0659,Hospice Service - Other Hospice Service
+0660,Respite Care - General Classification
+0661,Respite Care - Hourly Charge - Nursing
+0662,Respite Care - Hourly Charge/Aide/Homemaker/Companion
+0663,Respite Care - Daily Respite Charge
+0669,Respite Care - Other Respite Care
+0670,Outpatient Special Residence Charges - General Classification
+0671,Outpatient Special Residence Charges - Hospital Owned
+0672,Outpatient Special Residence Charges - Contracted
+0679,Outpatient Special Residence Charges - Other Special Residence Charge
+0681,Trauma Response - Level I Trauma
+0682,Trauma Response - Level II Trauma
+0683,Trauma Response - Level III Trauma
+0684,Trauma Response - Level IV Trauma
+0689,Trauma Response - Other Trauma Response
+0700,Cast Room - General Classification
+0710,Recovery Room - General Classification
+0720,Labor Room/Delivery - General Classification
+0721,Labor Room/Delivery - Labor
+0722,Labor Room/Delivery - Delivery Room
+0723,Labor Room/Delivery - Circumcision
+0724,Labor Room/Delivery - Birthing Center
+0729,Labor Room/Delivery - Other Labor Room/Delivery
+0730,EKG/ECG (Electrocardiogram) - General Classification
+0731,EKG/ECG (Electrocardiogram) - Holter Monitor
+0732,EKG/ECG (Electrocardiogram) - Telemetry
+0739,EKG/ECG (Electrocardiogram) - Other EKG/ECG
+0740,EEG (Electroencephalogram) - General Classification
+0750,Gastro-Intestinal (GI) Services - General Classification
+0760,Specialty Services - General Classification
+0761,Specialty Services - Treatment Room
+0762,Specialty Services - Observation Hours
+0769,Specialty Services - Other Specialty Services
+0770,Preventive Care Services - General Classification
+0771,Preventive Care Services - Vaccine Administration
+0780,Telemedicine - General Classification
+0790,Extra-Corporeal Shock Wave Therapy - General Classification
+0800,Inpatient Renal Dialysis - General Classification
+0801,Inpatient Renal Dialysis - Inpatient Hemodialysis
+0802,Inpatient Renal Dialysis - Inpatient Peritoneal (Non-CAPD)
+0803,Inpatient Renal Dialysis - Inpatient Continuous Ambulatory Peritoneal Dialysis (CAPD)
+0804,Inpatient Renal Dialysis - Inpatient Continuous Cycling Peritoneal Dialysis (CCPD)
+0809,Inpatient Renal Dialysis - Other Inpatient Dialysis
+0810,Acquisition of Body Components - General Classification
+0811,Acquisition of Body Components - Living Donor
+0812,Acquisition of Body Components - Cadaver Donor
+0813,Acquisition of Body Components - Unknown Donor
+0814,Acquisition of Body Components - Unsuccessful Organ Search - Donor Bank Charges
+0819,Acquisition of Body Components - Other Donor
+0820,Hemodialysis - Outpatient or Home - General Classification
+0821,Hemodialysis - Outpatient or Home - Hemodialysis Composite or Other Rate
+0822,Hemodialysis - Outpatient or Home - Home Supplies
+0823,Hemodialysis - Outpatient or Home - Home Equipment
+0824,Hemodialysis - Outpatient or Home - Maintenance - 100%
+0825,Hemodialysis - Outpatient or Home - Support Services
+0829,Hemodialysis - Outpatient or Home - Other OP Hemodialysis
+0830,Peritoneal Dialysis - Outpatient or Home - General Classification
+0831,Peritoneal Dialysis - Outpatient or Home - Peritoneal/Composite or Other Rate
+0832,Peritoneal Dialysis - Outpatient or Home - Home Supplies
+0833,Peritoneal Dialysis - Outpatient or Home - Home Equipment
+0834,Peritoneal Dialysis - Outpatient or Home - Maintenance - 100%
+0835,Peritoneal Dialysis - Outpatient or Home - Support Services
+0839,Peritoneal Dialysis - Outpatient or Home - Other Outpatient Peritoneal Dialysis
+0840,Continuous Ambulatory Peritoneal Dialysis (CAPD) - Outpatient or Home - General Classification
+0841,Continuous Ambulatory Peritoneal Dialysis (CAPD) - Outpatient or Home - CAPD/Composite or Other Rate
+0842,Continuous Ambulatory Peritoneal Dialysis (CAPD) - Outpatient or Home - Home Supplies
+0843,Continuous Ambulatory Peritoneal Dialysis (CAPD) - Outpatient or Home - Home Equipment
+0844,Continuous Ambulatory Peritoneal Dialysis (CAPD) - Outpatient or Home - Maintenance - 100%
+0845,Continuous Ambulatory Peritoneal Dialysis (CAPD) - Outpatient or Home - Support Services
+0849,Continuous Ambulatory Peritoneal Dialysis (CAPD) - Outpatient or Home - Other Outpatient CAPD
+0850,Continuous Cycling Peritoneal Dialysis (CCPD) - Outpatient or Home - General Classification
+0851,Continuous Cycling Peritoneal Dialysis (CCPD) - Outpatient or Home - CCPD/Composite or Other Rate
+0852,Continuous Cycling Peritoneal Dialysis (CCPD) - Outpatient or Home - Home Supplies
+0853,Continuous Cycling Peritoneal Dialysis (CCPD) - Outpatient or Home - Home Equipment
+0854,Continuous Cycling Peritoneal Dialysis (CCPD) - Outpatient or Home - Maintenance - 100%
+0855,Continuous Cycling Peritoneal Dialysis (CAPD) - Outpatient or Home - Support Services
+0859,Continuous Cycling Peritoneal Dialysis (CCPD) - Outpatient or Home - Other Outpatient CCPD
+0860,Magnetoencephalography (MEG) - General Classification
+0861,Magnetoencephalography (MEG) - MEG
+0880,Miscellaneous Dialysis - General Classification
+0881,Miscellaneous Dialysis - Ultrafiltration
+0882,Miscellaneous Dialysis - Home Dialysis Aid Visit
+0889,Miscellaneous Dialysis - Other Miscellaneous Dialysis
+0900,Behavioral Health Treatment/Services - General Classification
+0901,Behavioral Health Treatment/Services - Electroshock Treatment
+0902,Behavioral Health Treatment/Services - Milieu Therapy
+0903,Behavioral Health Treatment/Services - Play Therapy
+0904,Behavioral Health Treatment/Services - Activity Therapy
+0905,Behavioral Health Treatment/Services - Intensive Outpatient Services - Psychiatric
+0906,Behavioral Health Treatment/Services - Intensive Outpatient Services - Chemical Dependency
+0907,Behavioral Health Treatment/Services - Community Behavioral Health Program (Day Treatment)
+0911,Behavioral Health Treatment/Services - Rehabilitation
+0912,Behavioral Health Treatment/Services - Partial Hospitalization - Less Intensive
+0913,Behavioral Health Treatment/Services - Partial Hospitalization - Intensive
+0914,Behavioral Health Treatment/Services - Individual Therapy
+0915,Behavioral Health Treatment/Services - Group Therapy
+0916,Behavioral Health Treatment/Services - Family Therapy
+0917,Behavioral Health Treatment/Services - Bio Feedback
+0918,Behavioral Health Treatment/Services - Testing
+0919,Behavioral Health Treatment/Services - Other Behavioral Health Treatments
+0920,Other Diagnostic Services - General Classification
+0921,Other Diagnostic Services - Peripheral Vascular Lab
+0922,Other Diagnostic Services - Electromyelgram
+0923,Other Diagnostic Services - Pap Smear
+0924,Other Diagnostic Services - Allergy Test
+0925,Other Diagnostic Services - Pregnancy Test
+0929,Other Diagnostic Services - Other Diagnostic Service
+0931,Medical Rehabilitation Day Program - Half Day
+0932,Medical Rehabilitation Day Program - Full Day
+0940,Other Therapeutic Services - General Classification
+0941,Other Therapeutic Services - Recreational Therapy
+0942,Other Therapeutic Services - Education/Training
+0943,Other Therapeutic Services - Cardiac Rehabilitation
+0944,Other Therapeutic Services - Drug Rehabilitation
+0945,Other Therapeutic Services - Alcohol Rehabilitation
+0946,Other Therapeutic Services - Complex Medical Equipment Routine
+0947,Other Therapeutic Services - Complex Medical Equipment Ancillary
+0948,Other Therapeutic Services - Pulmonary Rehabilitation
+0949,Other Therapeutic Services - Other Therapeutic Service
+0951,Other Therapeutic Services - Athletic Training
+0952,Other Therapeutic Services - Kinesiotherapy
+0960,Professional Fees - General Classification
+0961,Professional Fees - Psychiatric
+0962,Professional Fees - Ophthalmology
+0963,Professional Fees - Anesthesiologist (MD)
+0964,Professional Fees - Anesthesiologist (CRNA)
+0969,Professional Fees - Other Professional Fee
+0971,Professional Fees - Laboratory
+0972,Professional Fees - Radiology - Diagnostic
+0973,Professional Fees - Radiology - Therapeutic
+0974,Professional Fees - Radiology Nuclear
+0975,Professional Fees - Operating Room
+0976,Professional Fees - Respiratory Therapy
+0977,Professional Fees - Physical Therapy
+0978,Professional Fees - Occupational Therapy
+0979,Professional Fees - Speech Pathology
+0981,Professional Fees - Emergency Room Services
+0982,Professional Fees - Outpatient Services
+0983,Professional Fees - Clinic
+0984,Professional Fees - Medical Social Services
+0985,Professional Fees - EKG
+0986,Professional Fees - EEG
+0987,Professional Fees - Hospital Visit
+0988,Professional Fees - Consultation
+0989,Professional Fees - Private Duty Nurse
+0990,Patient Convenience Items - General Classification
+0991,Patient Convenience Items - Cafeteria/Guest Tray
+0992,Patient Convenience Items - Private Linen Service
+0993,Patient Convenience Items - Telephone/Telecom
+0994,Patient Convenience Items - TV/Radio
+0995,Patient Convenience Items - Non-patient Room Rentals
+0996,Patient Convenience Items - Late Discharge
+0997,Patient Convenience Items - Admission Kits
+0998,Patient Convenience Items - Beauty Shop/Barber
+0999,Patient Convenience Items - Other Convenience Items
+1000,Behavior Health Accommodations - General Classification
+1001,Behavior Health Accommodations - Residential Treatment - Psychiatric
+1002,Behavior Health Accommodations - Residential Treatment - Chemical Dependency
+1003,Behavior Health Accommodations - Supervised Living
+1004,Behavior Health Accommodations - Halfway House
+1005,Behavior Health Accommodations - Group Home
+2100,Alternative Therapy Services - General Classification
+2101,Alternative Therapy Services - Acupuncture
+2102,Alternative Therapy Services - Acupressure
+2103,Alternative Therapy Services - Massage
+2104,Alternative Therapy Services - Reflexology
+2105,Alternative Therapy Services - Biofeedback
+2106,Alternative Therapy Services - Hypnosis
+2109,Alternative Therapy Services - Other Alternative Therapy Service
+3101,"Adult Care - Adult Day Care, Medical and Social Hourly"
+3102,"Adult Care - Adult Day Care, Social - Hourly"
+3103,"Adult Care - Adult Day Care, Medical and Social - Daily"
+3104,"Adult Care - Adult Day Care, Social - Daily"
+3105,Adult Care - Adult Foster Care Daily
+3109,Adult Care - Other Adult Care
+9999,Not Applicable

fieldExtraction/crosswalk/mappings/crosswalk_bill_type_pos.json

@@ -0,0 +1,32 @@
+{
+    "metadata": {
+        "from_col": "AARETE_DERIVED_BILL_TYPE_CD",
+        "to_col": "PLACE_OF_SERVICE"
+    },
+    "mapping": {
+        "011X": "Hospital Inpatient (Part A)",
+        "012X": "Hospital Inpatient Part B",
+        "013X": "Hospital Outpatient",
+        "014X": "Hospital Other Part B",
+        "018X": "Hospital Swing Bed",
+        "021X": "SNF Inpatient",
+        "022X": "SNF Inpatient Part B",
+        "023X": "SNF Outpatient",
+        "028X": "SNF Swing Bed",
+        "032X": "Home Health",
+        "033X": "Home Health",
+        "034X": "Home Health (Part B Only)",
+        "041X": "Religious Nonmedical Health Care Institutions",
+        "071X": "Clinical Rural Health",
+        "072X": "Clinic ESRD",
+        "073X": "Federally Qualified Health Centers",
+        "074X": "Clinic OPT",
+        "075X": "Clinic CORF",
+        "076X": "Community Mental Health Centers",
+        "081X": "Nonhospital based hospice",
+        "082X": "Hospital based hospice",
+        "083X": "Hospital Outpatient (ASC)",
+        "085X": "Critical Access Hospital"
+      }
+      
+}

fieldExtraction/crosswalk/mappings/crosswalk_provider_specialty.json

@@ -0,0 +1,131 @@
+{
+    "metadata": {
+        "from_col": "AARETE_DERIVED_PROVIDER_SPECIALTY",
+        "to_col": "CONTRACT_PROVIDER_SPECIALTY"
+    },
+    "mapping": {
+        "01": "General Practice",
+        "02": "General Surgery",
+        "03": "Allergy/Immunology",
+        "04": "Otolaryngology",
+        "05": "Anesthesiology",
+        "06": "Cardiology",
+        "07": "Dermatology",
+        "08": "Family Practice",
+        "09": "Interventional Pain Management",
+        "10": "Gastroenterology",
+        "11": "Internal Medicine",
+        "12": "Osteopathic Manipulative Medicine",
+        "13": "Neurology",
+        "14": "Neurosurgery",
+        "15": "Speech Language Pathologist in Private Practice",
+        "16": "Obstetrics/Gynecology",
+        "17": "Hospice and Palliative Care",
+        "18": "Ophthalmology",
+        "19": "Oral Surgery (Dentists only)",
+        "20": "Orthopedic Surgery",
+        "21": "Cardiac Electrophysiology",
+        "22": "Pathology",
+        "23": "Sports Medicine",
+        "24": "Plastic and Reconstructive Surgery",
+        "25": "Physical Medicine and Rehabilitation",
+        "26": "Psychiatry",
+        "27": "Geriatric Psychiatry",
+        "28": "Colorectal Surgery (formerly Proctology)",
+        "29": "Pulmonary Disease",
+        "30": "Diagnostic Radiology",
+        "31": "Intensive Cardiac Rehabilitation (ICR)",
+        "32": "Anesthesiologist Assistant",
+        "33": "Thoracic Surgery",
+        "34": "Urology",
+        "35": "Chiropractic",
+        "36": "Nuclear Medicine",
+        "37": "Pediatric Medicine",
+        "38": "Geriatric Medicine",
+        "39": "Nephrology",
+        "40": "Hand Surgery",
+        "41": "Optometry",
+        "42": "Certified Nurse Midwife",
+        "43": "Certified Registered Nurse Anesthetist (CRNA)",
+        "44": "Infectious Disease",
+        "45": "Mammography Screening Center",
+        "46": "Endocrinology",
+        "47": "Independent Diagnostic Testing Facility (DTL)",
+        "48": "Podiatry",
+        "49": "Ambulatory Surgical Center",
+        "50": "Nurse Practitioner",
+        "59": "Ambulance Service Supplier",
+        "60": "Public Health/Welfare Agency",
+        "61": "Volunteer Health/Charitable Agency",
+        "62": "Psychologist (Billing Independently)",
+        "63": "Portable X-Ray Supplier (Billing Independently)",
+        "64": "Audiologist (Billing Independently)",
+        "65": "Physical Therapist in Private Practice",
+        "66": "Rheumatology",
+        "67": "Occupational Therapist in Private Practice",
+        "68": "Clinical Psychologist",
+        "69": "Clinical Laboratory (Billing Independently)",
+        "70": "Single or Multispecialty Clinic or Group Practice",
+        "71": "Registered Dietitian/Nutrition Professional",
+        "72": "Pain Management",
+        "73": "Mass Immunization Roster Biller",
+        "74": "Radiation Therapy Centers",
+        "75": "Slide Preparation Facilities",
+        "76": "Peripheral Vascular Disease",
+        "77": "Vascular Surgery",
+        "78": "Cardiac Surgery",
+        "79": "Addiction Medicine",
+        "80": "Licensed Clinical Social Worker",
+        "81": "Critical Care (Intensivist)",
+        "82": "Hematology",
+        "83": "Hematology/Oncology",
+        "84": "Preventative Medicine",
+        "85": "Maxillofacial Surgery",
+        "86": "Neuropsychiatry",
+        "88": "Unknown Provider",
+        "89": "Certified Clinical Nurse Specialist",
+        "90": "Medical Oncology",
+        "91": "Surgical Oncology",
+        "92": "Radiation Oncology",
+        "93": "Emergency Medicine",
+        "94": "Interventional Radiology",
+        "95": "Unknown Supplier",
+        "97": "Physician Assistant",
+        "98": "Gynecological Oncology",
+        "99": "Unknown Physician Specialty",
+        "A5": "Pharmacy",
+        "C0": "Sleep Medicine",
+        "C1": "Centralized Flu",
+        "C2": "Indirect Payment Procedure",
+        "C3": "Interventional Cardiology",
+        "C4": "Restricted Use",
+        "C5": "General Dentist",
+        "C6": "Hospitalist",
+        "C7": "Advanced Heart Failure and Transplant Cardiology",
+        "C8": "Medical Toxicology",
+        "C9": "Hematopoietic Cell Transplantation and Cellular Therapy",
+        "D1": "Medicare Diabetes Prevention Program",
+        "D2": "Restricted Use",
+        "D3": "Medical Genetics and Genomics",
+        "D4": "Undersea and Hyperbaric Medicine",
+        "D5": "Opioid Treatment Program",
+        "D6": "Home Infusion Therapy Services",
+        "D7": "Micrographic Dermatologic Surgery",
+        "D8": "Adult Congenital Heart Disease",
+        "E1": "Marriage and Family Therapist",
+        "E2": "Mental Health Counselors",
+        "E3": "Dental Anesthesiology",
+        "E4": "Dental Public Health",
+        "E5": "Endodontics",
+        "E6": "Oral and Maxillofacial Pathology",
+        "E7": "Oral and Maxillofacial Radiology",
+        "E9": "Oral Medicine",
+        "F1": "Orofacial Pain",
+        "F2": "Orthodontics and Dentofacial Orthopedics",
+        "F3": "Pediatric Dentistry",
+        "F4": "Periodontics",
+        "F5": "Prosthodontics",
+        "F6": "Epileptologists"
+    }     
+      
+}

fieldExtraction/pyproject.toml

@@ -25,6 +25,8 @@ langchain-text-splitters = "^0.3.5"
 langchain-community = "^0.3.15"
 nltk = "^3.9.1"
 rank-bm25 = "^0.2.2"
+sentence-transformers = "^3.4.1"
+faiss-cpu = "^1.10.0"
 
 [tool.poetry.group.dev.dependencies]
 black = "^24.10.0"

fieldExtraction/scripts/create_proc_code_embeddings.py

@@ -0,0 +1,34 @@
+
+import src.utils.embedding_utils as embedding_utils
+from src.investment.code_funcs import get_proc_crosswalk, get_clean_value
+from crosswalk.crosswalk_utils import CrosswalkBuilder
+
+import faiss
+import pickle
+
+import os
+import pandas as pd
+import numpy as np
+
+from sentence_transformers import SentenceTransformer
+
+# Load model
+roberta_model = SentenceTransformer("all-roberta-large-v1")
+
+# If running for the first time
+mapping_dir = "crosswalk/mapping_csvs/proc_cd"
+pkl_dir = "embeddings"
+for filename in os.listdir(mapping_dir):
+    if filename.endswith(".csv"):
+        print(f"Creating embeddings for {filename}")
+        stripped_filename = filename.strip(".csv")
+        mapping_df = pd.read_csv(os.path.join(mapping_dir, filename))
+        proc_crosswalk = CrosswalkBuilder().from_df(mapping_df, from_col="Code", to_col="Description")
+        proc_choices = [get_clean_value(x) for x in proc_crosswalk.mapping.values()]
+        os.makedirs(os.path.join(pkl_dir, stripped_filename), exist_ok=True)
+        proc_index = embedding_utils.create_faiss_index(choices=proc_choices, 
+                                                        model=roberta_model, 
+                                                        save_path=os.path.join(pkl_dir, stripped_filename, "index.bin"),
+                                                        embedding_path=os.path.join(pkl_dir, stripped_filename, "embeddings.npy"),
+                                                        choices_path=os.path.join(pkl_dir, stripped_filename, "choices.pkl")
+                                                        )        

fieldExtraction/src/constants/investment_values.py

@@ -15,6 +15,43 @@ VALID_LOBS = [
     "TRICARE"
 ]
 
+# Provider Type
+VALID_PROV_TYPE = [
+    "Physician",
+    "Primary Care Provider",
+    "Dual Capacity Physician",
+    "Mid-Level Practicioner",
+    "Primary Care Mid-Level Practicioner",
+    "Specialist",
+    "OB/GYN",
+    "Behavioral Health",
+    "Therapist",
+    "Surgery",
+    "Independent RHC",
+    "Ambulance Services",
+    "Home Health",
+    "DME",
+    "Durable Medical Equipment",
+    "Radiology",
+    "Lab",
+    "Hospice",
+    "Dialysis",
+    "PT/OT/ST",
+    "Physical Therapy, Occupational Therapy, Speech Therapy",
+    "Urgent Care",
+    "Home Infusion",
+    "Ambulatory Surgery Center",
+    "ASC",
+    "Skilled Nursing Facility",
+    "Hospital",
+    "Clinic",
+    "Rural Health Clinic",
+    "FQHC",
+    "Long Term Care",
+    "Community Mental Health Center",
+]
+
+
 VALID_CONTRACT_NETWORKS = [
     "HMO",
     "HEALTH MAINTENANCE ORGANIZATION",

fieldExtraction/src/investment/code_funcs.py

@@ -0,0 +1,235 @@
+
+from src.prompts.investment_prompts import Field, FieldSet
+import src.config as config
+import src.utils.string_utils as string_utils
+import src.utils.llm_utils as llm_utils
+import src.prompts.investment_prompts as investment_prompts
+import src.utils.embedding_utils as embedding_utils
+
+import pandas as pd
+import os
+import re
+import string
+import ast
+import src.constants.investment_values as investment_values
+from crosswalk.crosswalk_utils import CrosswalkBuilder
+
+import faiss
+import numpy as np
+from sentence_transformers import SentenceTransformer
+
+# Load model
+model = SentenceTransformer("all-roberta-large-v1")
+def create_faiss_index(choices):
+    embeddings = model.encode(choices, normalize_embeddings=True).astype("float32")
+    index = faiss.IndexFlatIP(embeddings.shape[1])  # Inner product for cosine similarity
+    index.add(embeddings)
+    return index
+
+def get_matches_above_threshold(target, choices, index, threshold=0.7, top_k=5):
+    target_vec = model.encode([target], normalize_embeddings=True).astype("float32")
+    similarity_scores, match_indices = index.search(target_vec, top_k)
+    return [
+        (choices[idx], score)
+        for idx, score in zip(match_indices[0], similarity_scores[0])
+        if score >= threshold
+    ]
+
+
+def code_primary(answer_dicts, filename):
+    code_primary_questions = FieldSet(file_path=config.FIELD_JSON_PATH, field_type="code_primary_breakout").get_prompt_dict()
+    code_breakout_answers = []
+    for answer_dict in answer_dicts:
+        service, methodology = answer_dict.get("CONTRACT_SERVICE_CD_OR_DESC"), answer_dict.get("CONTRACT_REIMBURSEMENT_METHOD")
+        if service:
+            code_answer_dict = string_utils.universal_json_load(
+                        llm_utils.invoke_claude(
+                            investment_prompts.CODE_PRIMARY_BREAKOUT(service, methodology, code_primary_questions),
+                            config.MODEL_ID_CLAUDE35_SONNET,
+                            filename
+                        )
+                    )
+        else:
+            code_answer_dict = {}
+        code_breakout_answers.append({**answer_dict, **code_answer_dict})
+    return code_breakout_answers
+
+def get_proc_crosswalk():
+    all_mappings = []
+    mapping_dir = "crosswalk/mapping_csvs/proc_cd"
+    for filename in os.listdir(mapping_dir):
+        if filename.endswith(".csv"):
+            mapping_df = pd.read_csv(os.path.join(mapping_dir, filename))
+            all_mappings.append(mapping_df)
+    proc_df = pd.concat(all_mappings, ignore_index=True)
+    return CrosswalkBuilder().from_df(proc_df, from_col="Code", to_col="Description")
+
+
+def get_clean_value(service_description):
+    stop_words = {"the", "is", "in", "and", "to", "of", "a", "an", "that", "this", "it", "for", "on", "with", "as", "was", "were", "at", "by", "but", "be"}  # Experiment with not removing 'and'
+    def remove_stop_words(text):
+        words = text.split()
+        return " ".join(word for word in words if word.lower() not in stop_words)
+
+    service_clean = service_description.lower()
+    # Replace "Services" and "Procedures"
+    service_clean = service_clean.replace("services", "").replace("procedures", "")
+
+    service_clean = service_clean.replace("DME", "Durable Medical Equipment") # Explore adding other acronyms
+    service_clean = remove_stop_words(service_clean)
+
+    # Explore lemmatization here
+
+    return service_clean
+
+
+def get_best_match(target, model, thresholds={
+    "cpt": 0.85, "cpt_level3": 0.8, "cpt_level2": 0.75, "cpt_level1": 0.7,
+    "hcpcs": 0.85, "hcpcs_level3": 0.8, "hcpcs_level2": 0.75, "hcpcs_level1": 0.7
+}):
+    levels = ["cpt", "hcpcs", "cpt_level3", "cpt_level2", "hcpcs_level2", "cpt_level1", "hcpcs_level1"]
+
+    # Get necessary mappings
+    crosswalk_dict = {}
+    for level in levels:
+        mapping_df = pd.read_csv(f"crosswalk/mapping_csvs/proc_cd/{level}.csv", dtype=str)
+        level_crosswalk = CrosswalkBuilder().from_df(mapping_df, from_col="Code", to_col="Description")
+        clean_to_description = {get_clean_value(x) : x for x in level_crosswalk.mapping.values()}
+        description_to_code = level_crosswalk.create_reverse_mapping()
+        crosswalk_dict[level] = (clean_to_description, description_to_code)
+    
+    target_vec = model.encode([target], normalize_embeddings=True).astype("float32")
+    for level in levels:
+        index, _, choices = embedding_utils.load_faiss_index(index_path=os.path.join("embeddings", level, "faiss_index.bin"),
+                                                             embedding_path=os.path.join("embeddings", level, "embeddings.npy"),
+                                                             choices_path=os.path.join("embeddings", level, "choices.pkl"),)
+        similarity_scores, match_indices = index.search(target_vec, 1)
+        best_match, best_score = choices[match_indices[0][0]], similarity_scores[0][0]
+        
+        if best_score >= thresholds[level]:
+            best_description = crosswalk_dict[level][0][best_match]
+            best_code = crosswalk_dict[level][1][best_description]
+            return best_code, best_description, best_score
+    
+    return None, None, 0 # No valid match found
+
+def code_indirect(answer_dicts):
+    """
+    Maps free-form service descriptions to the best-matching code and description. 
+    Caches results for efficiency and skips entries with existing codes or irrelevant text.
+
+    ONLY FOR PROC CODES RN
+    
+    Args:
+        answer_dicts (list): List of dictionaries containing 1:N answers
+        filename (str): Unused parameter (can be removed if unnecessary).
+
+    Returns:
+        list: Updated list of dictionaries with mapped CPT4 procedure codes and descriptions.
+    """
+    results = []
+    already_seen = {}
+    for answer_dict in answer_dicts:
+        service = answer_dict.get("CONTRACT_SERVICE_CD_OR_DESC", "")
+        proc_code = answer_dict.get("CPT4_PROC_CD")
+        if (not service                                     # Service DNE
+            or "covered service" in service.lower()         # Is generic
+            or isinstance(proc_code, list)                  # Is a list
+            or string_utils.is_empty(proc_code)             # Is empty
+            ):
+            pass # pass for now - we may need to add functionality here later
+        else:
+            if service in already_seen:
+                code = already_seen[service]['code']
+                description = already_seen[service]['description']
+            else:               
+                code, description, score = get_best_match(service, model)
+                # print(service, " | ", description, " | ", code, " | ", score)
+
+            answer_dict["CPT4_PROC_CD"] = code
+            answer_dict["CPT4_PROC_DESC"] = description
+        results.append(answer_dict)
+    return results
+
+def get_code_description(code, code_mapping):
+    if isinstance(code, str):
+        if string_utils.is_empty(code):
+            return "N/A"
+        elif "[" in code and "]" in code:
+            code_list = ast.literal_eval(code)
+    elif isinstance(code, list):
+        code_list = code
+    else:
+        code_list = [code]
+    
+    code_description = []
+    for code in code_list:
+        code_str = str(code).strip()
+        description = code_mapping.mapping.get(code_str, "mismap")
+        
+        if string_utils.is_empty(description) or description == "mismap":
+            # If mismap, prepend "0" and try again (useful for rev codes)
+            code_str = "0" + code_str
+            description = code_mapping.mapping.get(code_str, "mismap")
+
+            # We need similar logic for Diag codes with X (e.g. 123X)
+            # Could either: a) convert to list ([1230, 1231, ...]), b) convert to range (1230-1239), c) leave as is (123X) but have the descriptions be a list ["desc1","desc2", etc]
+            # for i in range(10): code is '123' + i' map that code
+        
+        if not string_utils.is_empty(description):
+            code_description.append(description)
+
+    return ",".join(code_description)
+
+def code_description_mapping(answer_dicts):
+    # Get mappings
+    # PROC codes
+    mapping_path = "crosswalk/mapping_csvs/"
+    all_proc_mappings = pd.concat([pd.read_csv(os.path.join(mapping_path, "proc_cd", file), dtype=str) for file in os.listdir(os.path.join(mapping_path, "proc_cd")) if file.endswith(".csv")])
+    proc_mapping = CrosswalkBuilder().from_df(all_proc_mappings, from_col="Code", to_col="Description")
+
+    # Diag codes
+    all_diag_mappings = pd.concat([pd.read_csv(os.path.join(mapping_path, "diag_cd", file), dtype=str) for file in os.listdir(os.path.join(mapping_path, "diag_cd")) if file.endswith(".csv")])
+    diag_mapping = CrosswalkBuilder().from_df(all_diag_mappings, from_col="Code", to_col="Description")
+    
+    # Grouper codes
+    all_grouper_mappings = pd.concat([pd.read_csv(os.path.join(mapping_path, "grouper_cd", file), dtype=str) for file in os.listdir(os.path.join(mapping_path, "grouper_cd")) if file.endswith(".csv")])
+    grouper_mapping = CrosswalkBuilder().from_df(all_grouper_mappings, from_col="Code", to_col="Description")
+    grouper_version_mapping = CrosswalkBuilder().from_df(all_grouper_mappings, from_col="Code", to_col="Version")
+
+    # Rev codes
+    rev_mapping = CrosswalkBuilder().from_excel(path=os.path.join(mapping_path, "rev_cd", "rev_mapping.csv"), from_col="Code", to_col="Description")
+
+    # Admit Type codes
+    admit_mapping = CrosswalkBuilder().from_excel(path=os.path.join(mapping_path, "admit_type_cd", "admit_mapping.csv"), from_col="Code", to_col="Description")
+
+    for answer_dict in answer_dicts:
+        proc_code = answer_dict.get("CPT4_PROC_CD")
+        proc_mod = answer_dict.get("CPT4_PROC_MOD")
+        diag_code = answer_dict.get("DIAG_CD")
+        rev_code = answer_dict.get("REVENUE_CD")
+        grouper_code = answer_dict.get("FACILITY_GROUPER_CD")
+        admit_type_code = answer_dict.get("CLAIM_ADMIT_TYPE_CD")
+        
+        answer_dict["CPT4_PROC_DESC"] = get_code_description(proc_code, proc_mapping) 
+        answer_dict["CPT4_PROC_MOD_DESC"] = get_code_description(proc_mod, proc_mapping)
+        answer_dict["DIAG_CD_DESC"] = get_code_description(diag_code, diag_mapping)
+        answer_dict["REVENUE_CD_DESC"] = get_code_description(rev_code, rev_mapping)
+        answer_dict["FACILITY_GROUPER_DESC"] = get_code_description(grouper_code, grouper_mapping)
+        answer_dict["GROUPER_TYPE"] = get_code_description(grouper_code, grouper_version_mapping)
+        answer_dict["AUTH_ADMIT_TYPE_DESC"] = get_code_description(admit_type_code, admit_mapping)
+        
+    return answer_dicts
+
+def get_code_breakout(answer_dicts: list[dict], filename: str):
+
+    # Code Primary (Pull codes directly from CONTRACT_SERVICE_CD_OR_DESC and CONTRACT_REIMBURSEMENT_METHOD)
+    code_primary_answers = code_primary(answer_dicts, filename)
+
+    # Only used for Implicit. Code Indirect (Derive codes indirectly from CONTRACT_SERVICE_CD_OR_DESC and CONTRACT_REIMBURSEMENT_METHOD)
+    code_indirect_answers = code_indirect(code_primary_answers)
+
+    # Code Descriptions (Pull standardized descriptions from codes)
+    code_description_answers = code_description_mapping(code_indirect_answers)
+    
+    return code_description_answers

fieldExtraction/src/investment/main.py

@@ -36,7 +36,7 @@ def main(testing=False, test_params = {}):
     with concurrent.futures.ThreadPoolExecutor(max_workers=max_workers) as executor:
         results = executor.map(lambda item: file_processing.process_file(item, run_timestamp), input_dict.items())
     all_results.extend(results)
-
+    
     FINAL_RESULT_DF = pd.concat(all_results)
     
     if not testing:

fieldExtraction/src/investment/one_to_n_funcs.py

@@ -5,6 +5,7 @@ import re
 import src.constants.valid as valid
 import src.utils.llm_utils as llm_utils
 import src.utils.string_utils as string_utils
+import src.investment.code_funcs as code_funcs
 from src import config, postprocessing_funcs
 from src.enums.delimiters import Delimiter
 from src.prompts.investment_prompts import FieldSet, Field
@@ -233,26 +234,6 @@ def get_methodology_breakout(reimbursement_primary_answers: list[dict], filename
     return methodology_breakout_answers
 
 
-def get_code_breakout(answer_dicts: list[dict], filename: str):
-    code_primary_questions = FieldSet(file_path=config.FIELD_JSON_PATH, field_type="code_primary_breakout").get_prompt_dict()
-    code_breakout_answers = []
-    for answer_dict in answer_dicts:
-        service, methodology = answer_dict.get("CONTRACT_SERVICE_CD_OR_DESC"), answer_dict.get("CONTRACT_REIMBURSEMENT_METHOD")
-        if service:
-            code_answer_dict = string_utils.universal_json_load(
-                        llm_utils.invoke_claude(
-                            investment_prompts.CODE_PRIMARY_BREAKOUT(service, methodology, code_primary_questions),
-                            config.MODEL_ID_CLAUDE35_SONNET,
-                            filename
-                        )
-                    )
-        else:
-            code_answer_dict = {}
-        code_breakout_answers.append({**answer_dict, **code_answer_dict})
-    
-    return code_breakout_answers
-
-
 def reimbursement_tin_npi(exhibit_chunk: str, reimbursement_level_fields: FieldSet) -> tuple[dict, FieldSet]:
     """
     Extracts Reimbursement-Level TIN and NPI values from the given exhibit chunk using regex patterns. For multiple TIN/NPIs in Exhibit, assigns the field to be run as part of Reimbursement-Level Primary
@@ -288,31 +269,6 @@ def reimbursement_tin_npi(exhibit_chunk: str, reimbursement_level_fields: FieldS
 
     return answer_dict, reimbursement_level_fields
 
-
-def reimbursement_level(exhibit_text, filename, reimbursement_level_fields):
-    """
-    Processes reimbursement-level fields.
-    Currently, runs REIMBURSEMENT_LEVEL_PRIMARY prompt only. Future secondary prompts will go in this function
-
-    Args:
-        exhibit_text (str): The text data to process.
-        filename (str): The name of the file
-        reimbursement_level_fields (FieldSet): A FieldSet object containing field prompts.
-
-    Returns:
-        dict: The parsed LLM response as a list of dictionaries
-    """
-    reimbursement_primary_answers = get_reimbursement_primary(reimbursement_level_fields, exhibit_text, filename) # Returns list of dicts
-    carveout_answers = get_carveout_ind(reimbursement_primary_answers, filename)
-
-    # Later, we will only run methodology breakout for those without certain carveout indicators. We will run carveout-specific breakouts for the others
-    methodology_breakout_answers = get_methodology_breakout(carveout_answers, filename)
-    code_breakout_answers = get_code_breakout(methodology_breakout_answers, filename)
-
-    return code_breakout_answers
-
-
-
 def combine_one_to_n_answers(exhibit_level_answers: dict, reimbursement_level_answers: list[dict], tin_npi_answers: dict) -> list[dict]:
     """
     Combines exhibit-level answers with each dictionary in the reimbursement-level answers.
@@ -335,3 +291,25 @@ def combine_one_to_n_answers(exhibit_level_answers: dict, reimbursement_level_an
     
     return combined_answers
 
+
+def reimbursement_level(exhibit_text, filename, reimbursement_level_fields):
+    """
+    Processes reimbursement-level fields.
+    Currently, runs REIMBURSEMENT_LEVEL_PRIMARY prompt only. Future secondary prompts will go in this function
+
+    Args:
+        exhibit_text (str): The text data to process.
+        filename (str): The name of the file
+        reimbursement_level_fields (FieldSet): A FieldSet object containing field prompts.
+
+    Returns:
+        dict: The parsed LLM response as a list of dictionaries
+    """
+    reimbursement_primary_answers = get_reimbursement_primary(reimbursement_level_fields, exhibit_text, filename) # Returns list of dicts
+    carveout_answers = get_carveout_ind(reimbursement_primary_answers, filename)
+
+    # Later, we will only run methodology breakout for those without certain carveout indicators. We will run carveout-specific breakouts for the others
+    methodology_breakout_answers = get_methodology_breakout(carveout_answers, filename)
+    code_breakout_answers = code_funcs.get_code_breakout(methodology_breakout_answers, filename)
+
+    return code_breakout_answers

fieldExtraction/src/investment/smart_chunking_funcs.py

@@ -28,9 +28,8 @@ from itertools import chain, count, groupby
 import shutil
 
 # Setup bedrock
-bedrock_client = boto3.client("bedrock-runtime", region_name="us-east-1")
 embeddings_model = BedrockEmbeddings(
-    client=bedrock_client, model_id="amazon.titan-embed-text-v1"
+    client=config.BEDROCK_RUNTIME, model_id="amazon.titan-embed-text-v1"
 )
 
 

fieldExtraction/src/prompts/investment_prompts.json

@@ -416,7 +416,7 @@
         "prompt": "TBD"
     },
     {
-        "field_name": "DIAG_CD_LIST",
+        "field_name": "DIAG_CD",
         "relationship": "one_to_n",
         "field_type": "code_primary_breakout",
         "prompt": "Identify diagnosis codes (ICD-10) in the text: - 3-7 characters in length - First character must be a letter - Characters 2-3 must be numbers - Characters 4-7 (if present) can be numbers or letters."

fieldExtraction/src/utils/embedding_utils.py

@@ -0,0 +1,35 @@
+
+import faiss
+import pickle
+
+import numpy as np
+
+def create_faiss_index(choices, model, save_path="faiss_index.bin", embedding_path="embeddings.npy", choices_path="choices.pkl"):
+    embeddings = model.encode(choices, normalize_embeddings=True).astype("float32")
+    
+    # Create FAISS index
+    index = faiss.IndexFlatIP(embeddings.shape[1])
+    index.add(embeddings)
+    
+    # Save index
+    faiss.write_index(index, save_path)
+    
+    # Save embeddings and choices for future use
+    np.save(embedding_path, embeddings)
+    with open(choices_path, "wb") as f:
+        pickle.dump(choices, f)
+    
+    return index
+
+
+def load_faiss_index(index_path="faiss_index.bin", embedding_path="embeddings.npy", choices_path="choices.pkl"):
+    index = faiss.read_index(index_path)
+    embeddings = np.load(embedding_path)
+    
+    with open(choices_path, "rb") as f:
+        choices = pickle.load(f)
+    
+    return index, embeddings, choices
+
+
+