{"rank":null,"reference":false,"run_id":"756cd3b48814","task":"inspire-mortality@0","model":{"id":"medbench/inspire-xgb","slug":"medbench/inspire-xgb","name":"XGBoost (INSPIRE authors' script)","type":"baseline","developer":"medbench.kr"},"tier":"baseline","metric":{"name":"auroc","value":0.9238973768879486,"ci_low":0.8943842265311327,"ci_high":0.9472788907837505},"n":29178,"parse_rate":null,"cost_usd":0.0,"eval_date":"2026-10-29","url":"https://medbench.kr/r/756cd3b48814","status":"done","listed":true,"current_spec":true,"metrics":{"auroc":{"value":0.9238973768879486,"ci_low":0.8943842265311327,"ci_high":0.9472788907837505},"auprc":{"value":0.09748769578750842,"ci_low":0.05114320435400518,"ci_high":0.17581364590925266},"n":29178,"n_groups":29178,"prevalence":0.0027760641579272056},"config":{"data_hash":"66de4aacf47eda2db6327572ddfd7d3d9dfc8b3b2cd654d3a70b1d05d772c54b","eval_split":"test","params":{"colsample_bytree":0.8,"eval_metric":"logloss","max_depth":4,"n_estimators":50,"subsample":0.8},"train_split":"train","versions":{"xgboost":"3.4.1"}},"run_key":"93dcaeddda49e206efb908ee5a13cb7176bcbe45eeab221a097b17e380e8c7a4","harness_version":"p0.1","task_spec_hash":"b511ba3780ec4a3391372483053ab1ad4c6afdb50968cb9cf3ef0cf4dfa383e8","model_id":"medbench/inspire-xgb","tokens_in":0,"tokens_out":0,"dataset":{"slug":"inspire","title":"INSPIRE","license":"CC BY 4.0","license_url":"https://creativecommons.org/licenses/by/4.0/","citation":"Lim L, Lee H, Jung CW, Sim D, Borrat X, Pollard TJ, Celi LA, Mark RG, Vistisen ST, Lee HC. INSPIRE, a publicly available research dataset for perioperative medicine. Sci Data. 2024;11:655. doi:10.1038/s41597-024-03517-4. Data: INSPIRE version 1.3, doi:10.13026/4evs-wq50"},"predictions_url":"https://medbench.kr/artifacts/756cd3b48814/predictions.parquet","bibtex":"@misc{medbench_756cd3b48814,\n  title = {XGBoost (INSPIRE authors' script) on 30-day postoperative in-hospital mortality (inspire-mortality@0)},\n  author = {{medbench.kr}},\n  year = {2026},\n  howpublished = {\\url{https://medbench.kr/r/756cd3b48814}},\n  note = {Evaluated 2026-10-29, harness p0.1, run key 93dcaeddda49}\n}"}