{"rank":null,"reference":false,"run_id":"51d8b70d8874","task":"vitaldb-ioh@0","model":{"slug":"medbench/ioh-hgb-summary","name":"Gradient boosting on window summary features","type":"baseline","provider":"medbench"},"tier":"baseline","metric":{"name":"auroc","value":0.9100573018334244,"ci_low":0.9000329316498809,"ci_high":0.9190727846460344},"n":23106,"parse_rate":null,"cost_usd":0.0,"eval_date":"2026-10-29","url":"https://medbench.kr/r/51d8b70d8874","status":"done","listed":true,"current_spec":true,"metrics":{"auroc":{"value":0.9100573018334244,"ci_low":0.9000329316498809,"ci_high":0.9190727846460344},"auprc":{"value":0.42547745322219044,"ci_low":0.39397907660681264,"ci_high":0.4570964158376565},"brier":{"value":0.03347763702694001,"ci_low":0.0304843586961401,"ci_high":0.036973743186066506},"n":23106,"n_groups":639,"prevalence":0.04700077901843677},"config":{"data_hash":"923b2c6f38b4f0d65571b34ba960bc5d0037532eb6c866fed7dbe343f92ea734","eval_split":"test","train_split":"train"},"run_key":"a308e5573c97820cba989b9d21774098043a74c4916079587614cdd69899cfd7","harness_version":"p0.1","task_spec_hash":"ed8c557f5d0a0378ee95af2d3bf647382e02c802e36cc078eb9a87d99b187f75","model_digest":"medbench/ioh-hgb-summary:v0","tokens_in":0,"tokens_out":0,"dataset":{"slug":"vitaldb","title":"VitalDB","license":"CC BY 4.0","license_url":"https://creativecommons.org/licenses/by/4.0/","citation":"Lee HC, Park Y, Yoon SB, Yang SM, Park D, Jung CW. VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients. Sci Data. 2022;9:279. doi:10.1038/s41597-022-01411-5"},"predictions_url":"https://medbench.kr/artifacts/51d8b70d8874/predictions.parquet","bibtex":"@misc{medbench_51d8b70d8874,\n  title = {Gradient boosting on window summary features on Intraoperative hypotension 5 min ahead (numeric MAP) (vitaldb-ioh@0)},\n  author = {{medbench.kr}},\n  year = {2026},\n  howpublished = {\\url{https://medbench.kr/r/51d8b70d8874}},\n  note = {Evaluated 2026-10-29, harness p0.1, run key a308e5573c97}\n}"}