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Classification_model4

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Classification_model4
File size: 4,925 Bytes 
1572238
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "distilbert-base-uncased",
  "activation": "gelu",
  "architectures": [
    "DistilBertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "dim": 768,
  "dropout": 0.1,
  "hidden_dim": 3072,
  "id2label": {
    "0": "Incomplete",
    "1": "Optumrx_prescription_id_card",
    "10": "do_not_call",
    "11": "early_refill_request",
    "12": "easy_pay_reminder",
    "13": "epic_card_renewal",
    "14": "expedite_medicine_delivery",
    "15": "feedback survey",
    "16": "financial_assistance",
    "17": "increase_days_supply",
    "18": "insurance_not_active",
    "19": "mail_order",
    "2": "benefits_coverage",
    "20": "mail_order_pharmacy_registration",
    "21": "medicine_change",
    "22": "medicine_information",
    "23": "medicine_not_covered",
    "24": "member_authorization",
    "25": "member_callback",
    "26": "new_prescription_received",
    "27": "new_prescription_request",
    "28": "order_cancelled_awaiting_prescriber_response",
    "29": "order_info",
    "3": "billing_issue",
    "30": "order_status",
    "31": "other (expired_medicine)",
    "32": "other (order_history)",
    "33": "other (patient_consent_form)",
    "34": "other (patient_feedback)",
    "35": "other (prescription_history_report)",
    "36": "out_of_pocket_information",
    "37": "out_of_stock",
    "38": "override_medication",
    "39": "patient_survey",
    "4": "cancel_order",
    "40": "payment_status",
    "41": "pharmacy_network_coverage",
    "42": "pharmacy_transfer",
    "43": "plan_information",
    "44": "portal_usage",
    "45": "prescriber_change",
    "46": "prescription_clarification_request",
    "47": "prior_authorization",
    "48": "raise_order_request",
    "49": "refill_reminder",
    "5": "cancel_order_tstf",
    "50": "reimbursement_information",
    "51": "renew_prescription_request",
    "52": "resend_order_request",
    "53": "return_medicine",
    "54": "schedule_delivery",
    "55": "stop_auto_refill",
    "56": "survey",
    "57": "text_notification_setup",
    "58": "tiering_exception",
    "59": "transfer",
    "6": "copay_information",
    "60": "unknown",
    "61": "update_delivery_address",
    "62": "update_member_information",
    "63": "update_payment_method",
    "64": "update_phone_number",
    "7": "delivery_carrier",
    "8": "delivery_issue",
    "9": "discontinue_medicine"
  },
  "initializer_range": 0.02,
  "label2id": {
    "Incomplete": "0",
    "Optumrx_prescription_id_card": "1",
    "benefits_coverage": "2",
    "billing_issue": "3",
    "cancel_order": "4",
    "cancel_order_tstf": "5",
    "copay_information": "6",
    "delivery_carrier": "7",
    "delivery_issue": "8",
    "discontinue_medicine": "9",
    "do_not_call": "10",
    "early_refill_request": "11",
    "easy_pay_reminder": "12",
    "epic_card_renewal": "13",
    "expedite_medicine_delivery": "14",
    "feedback survey": "15",
    "financial_assistance": "16",
    "increase_days_supply": "17",
    "insurance_not_active": "18",
    "mail_order": "19",
    "mail_order_pharmacy_registration": "20",
    "medicine_change": "21",
    "medicine_information": "22",
    "medicine_not_covered": "23",
    "member_authorization": "24",
    "member_callback": "25",
    "new_prescription_received": "26",
    "new_prescription_request": "27",
    "order_cancelled_awaiting_prescriber_response": "28",
    "order_info": "29",
    "order_status": "30",
    "other (expired_medicine)": "31",
    "other (order_history)": "32",
    "other (patient_consent_form)": "33",
    "other (patient_feedback)": "34",
    "other (prescription_history_report)": "35",
    "out_of_pocket_information": "36",
    "out_of_stock": "37",
    "override_medication": "38",
    "patient_survey": "39",
    "payment_status": "40",
    "pharmacy_network_coverage": "41",
    "pharmacy_transfer": "42",
    "plan_information": "43",
    "portal_usage": "44",
    "prescriber_change": "45",
    "prescription_clarification_request": "46",
    "prior_authorization": "47",
    "raise_order_request": "48",
    "refill_reminder": "49",
    "reimbursement_information": "50",
    "renew_prescription_request": "51",
    "resend_order_request": "52",
    "return_medicine": "53",
    "schedule_delivery": "54",
    "stop_auto_refill": "55",
    "survey": "56",
    "text_notification_setup": "57",
    "tiering_exception": "58",
    "transfer": "59",
    "unknown": "60",
    "update_delivery_address": "61",
    "update_member_information": "62",
    "update_payment_method": "63",
    "update_phone_number": "64"
  },
  "max_position_embeddings": 512,
  "model_type": "distilbert",
  "n_heads": 12,
  "n_layers": 6,
  "pad_token_id": 0,
  "problem_type": "single_label_classification",
  "qa_dropout": 0.1,
  "seq_classif_dropout": 0.2,
  "sinusoidal_pos_embds": false,
  "tie_weights_": true,
  "torch_dtype": "float32",
  "transformers_version": "4.25.1",
  "vocab_size": 30522
}