Choose the right PHI redaction model

# Advanced model:
params = {
    "files": [Path(input_file).name],
    "model": "advanced",
    "agents": ["health-generic"]
}
# Mini model, by default:
params = {
    "files": [Path(input_file).name],
    "model": "mini"
}

"medical_record_number": "A unique identifier assigned to a patient's medical records.",
"date_of_birth": "The birth date of an individual.",
"ssn": "Social Security Number, a unique number assigned to U.S. citizens and some residents.",
"date": "A generic date field representing an event or record date.",
"first_name": "The given name of a person.",
"email": "An electronic mail address used for communication.",
"last_name": "The family or surname of a person.",
"customer_id": "A unique identifier for a customer account.",
"employee_id": "A unique identifier for an employee within an organization.",
"name": "A general name field which could represent a full name or title.",
"street_address": "The physical street address for a residence or business.",
"phone_number": "A contact telephone number.",
"credit_card_number": "A number associated with a credit card account.",
"address": "A general address field for various uses.",
"user_name": "A chosen username for account login or identification.",
"device_identifier": "A unique identifier assigned to a device.",
"date_time": "Combined date and time information.",
"company_name": "The name of a company or business entity.",
"unique_identifier": "A general purpose unique identifier.",
"account_number": "A number associated with a financial or user account.",
"city": "The name of a city in an address.",
"time": "A specific time, separate from the date.",
"postcode": "A postal or ZIP code used for mail delivery.",
"coordinate": "Geographical coordinate data (latitude/longitude).",
"country": "The name of a country.",
"api_key": "A key used to authenticate and authorize API requests.",
"ipv6": "An IPv6 address used in modern computer networks.",
"password": "A secret word or phrase used for authentication.",
"health_plan_beneficiary_number": "An identifier for a health plan beneficiary.",
"national_id": "A national identification number.",
"tax_id": "A number used for tax identification purposes.",
"url": "A web address.",
"state": "A state or region within a country.",
"swift_bic": "A code used for international bank transfers (SWIFT/BIC).",
"cvv": "The Card Verification Value found on credit cards."

"health-generic": {
    "NAME": "Any personal name (first, middle, last, suffix).",
    "LOCATION": "Indicates the geographical location relevant to the health record, such as city or country.",
    "ORGANIZATION": "Names of organizations like hospitals, clinics, or labs.",
    "PHONE": "Represents a contact telephone number associated with the record.",
    "AGE": "Age or age group of an individual.",
    "DATE": "A significant date related to the health event, such as admission or diagnosis date.",
    "DISEASE": "Diseases that can affect an individual (e.g., cancer, diabetes).",
    "DISORDER": "Mental or physical disorders (e.g., anxiety, arthritis).",
    "DRUG": "Medications or drugs prescribed or used.",
    "RESULT": "Clinical or lab results indicating test outcomes.",
    "SYMPTOM": "Reported symptoms indicating potential conditions.",
    "SYNDROME": "Recognized medical syndromes.",
    "TEST": "Medical tests or procedures (e.g., blood test).",
    "TREATMENT": "Medical treatments or therapeutic procedures.",
    "ORGANIZATION_ID": "Unique identification codes for organizations."
},
"clinical": {
    "GENE": "Denotes a specific gene relevant to the clinical or genetic data.",
    "PROTEIN": "Represents a protein that is studied or measured in clinical settings.",
    "CHEMICAL": "Specifies a chemical substance involved in biomedical studies or treatments.",
    "DISEASE_Syndrome_Disorder": "A combined label representing various clinical conditions such as diseases, syndromes, or disorders.",
    "DRUG_Ingredient": "Refers to the active component or ingredient of a drug formulation.",
    "DRUG_BrandName": "Represents the commercial brand name under which the drug is marketed.",
    "MUTATION": "Indicates a genetic mutation relevant to diagnosis or research.",
    "PATHWAY": "Represents a biological pathway involved in physiological or pathological processes.",
    "CELL_TYPE": "Specifies the type of cell that is relevant in the clinical context.",
    "BIOPROCESS": "Describes a biological process that is significant in clinical research or treatment."
},
"hipaa": {
    "NAME": "Any personal name (first, middle, last, suffix).",
    "GEOGRAPHIC": "Any geographic data (street, city, county, ZIP, etc.).",
    "DATES": "Dates (except year) directly related to an individual (birth, admission, discharge, death).",
    "TELEPHONE": "Telephone numbers (landline or mobile).",
    "FAX": "Fax numbers.",
    "EMAIL": "Email addresses.",
    "SSN": "Social Security numbers or equivalent identifiers.",
    "MEDICAL_RECORD": "Unique medical record numbers.",
    "HEALTH_PLAN": "Health plan beneficiary or insurance policy numbers.",
    "ACCOUNT": "Account numbers related to healthcare billing.",
    "LICENSE": "Certificate or license numbers issued by authorities.",
    "VEHICLE": "Vehicle identifiers or license plate numbers.",
    "DEVICE": "Device identifiers and serial numbers for medical equipment.",
    "WEB": "Web URLs or website addresses.",
    "IP": "IP address numbers.",
    "BIOMETRIC": "Biometric identifiers (fingerprints, retinal scans, voice prints).",
    "PHOTOGRAPHIC": "Full face photographic images or comparable images.",
    "OTHER_UNIQUE": "Any other unique identifying number, characteristic, or code.",
    "ORGANIZATION": "Names of organizations like hospitals, clinics, or labs.",
    "AGE": "Age or age group of an individual.",
    "DISEASE": "Diseases that can affect an individual (e.g., cancer, diabetes).",
    "DISORDER": "Mental or physical disorders (e.g., anxiety, arthritis).",
    "DRUG": "Medications or drugs prescribed or used.",
    "RESULT": "Clinical or lab results indicating test outcomes.",
    "SYMPTOM": "Reported symptoms indicating potential conditions.",
    "SYNDROME": "Recognized medical syndromes.",
    "TEST": "Medical tests or procedures (e.g., blood test).",
    "TREATMENT": "Medical treatments or therapeutic procedures.",
    "ORGANIZATION_ID": "Unique identification codes for organizations."
}