{"id":"W2058219198","doi":"10.1097/01.ccm.0000126402.51524.52","title":"Clinician predictions of intensive care unit mortality*","year":2004,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Intensive care unit; Intensive care medicine; Intensive care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007436871,0.0001850578,0.0005827134,0.000133003,0.00007392559,0.000003616949,0.00007365787,0.0001271529,0.000350573],"category_scores_gemma":[0.003447782,0.0001339893,0.000155166,0.0002535301,0.000711074,0.00003658286,0.00003483052,0.000234789,0.00002812286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547407,"about_ca_system_score_gemma":0.0001822852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004608863,"about_ca_topic_score_gemma":0.0001216084,"domain_scores_codex":[0.9984704,0.00003211504,0.0004828452,0.0003054515,0.0004465995,0.0002626049],"domain_scores_gemma":[0.9954607,0.0002744607,0.00004403602,0.0004495759,0.003424045,0.0003471856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002314515,0.0008983421,0.920068,0.002624745,0.0005841838,0.001358739,0.0273903,0.00003512505,0.000461453,0.03449402,0.003831676,0.008021919],"study_design_scores_gemma":[0.009846995,0.008178376,0.6080399,0.003446515,0.004013509,0.0001491373,0.3535245,0.000008489945,0.005725362,0.001590571,0.005201668,0.0002749258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412418,0.01326208,0.0003379528,0.02654579,0.001156337,0.0006325425,0.0001109513,0.0001256722,0.01658691],"genre_scores_gemma":[0.9931679,0.000139331,0.0002093666,0.005637338,0.000542569,0.0000456155,0.0002116351,0.00002406752,0.0000221781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3261342,"threshold_uncertainty_score":0.5463923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949660838914475,"score_gpt":0.4662103754690742,"score_spread":0.2712442915776268,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}