| { | |
| "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 | |
| } |