{ "base_model": "bert-base-uncased", "risk_levels": [ "low", "medium", "high" ], "issue_codes": [ "DATA_ENTRY_BACKLOG", "QUERY_AGING", "SDV_BACKLOG", "SAE_REPORTING", "CONSENT", "PROTOCOL_DEVIATION", "IP_ACCOUNTABILITY", "TEMP_EXCURSION", "STAFF_TURNOVER", "PI_OVERSIGHT", "ENROLLMENT_LAG", "REG_DOCS" ], "bio_labels": [ "O", "B-VISIT_TYPE", "I-VISIT_TYPE", "B-VISIT_DATE", "I-VISIT_DATE", "B-SITE", "I-SITE", "B-MONITOR", "I-MONITOR", "B-PI", "I-PI", "B-SCREENED", "I-SCREENED", "B-ENROLLED", "I-ENROLLED", "B-ACTION", "I-ACTION", "B-OWNER", "I-OWNER", "B-DUE", "I-DUE" ], "max_length": 512, "dropout": 0.1, "risk_temperature": 1.3481, "issue_threshold": 0.5, "val": { "val_risk_acc": 0.995, "val_issue_f1": 1.0, "val_span_f1": 1.0, "val_action_f1": 1.0 }, "epoch": 3 }