{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00261108,0.0003564323,0.0003637941,0.000625662,0.0001784953,0.0008751592,0.0003265731,0.0006633072,0.002400975],"category_scores_gemma":[0.02857378,0.0001679704,0.000254759,0.0003335238,0.0002111782,0.0005496895,0.0003715055,0.0005972747,0.0007114727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292216,"about_ca_system_score_gemma":0.0003944118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110775,"about_ca_topic_score_gemma":0.001119939,"domain_scores_codex":[0.9978346,0.001338321,0.0001817549,0.0002164198,0.00033377,0.00009509215],"domain_scores_gemma":[0.9836085,0.009692432,0.003636974,0.0004606814,0.001752365,0.0008489308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001314844,0.00003303395,0.9921057,0.00002034115,0.00003044836,0.00005206062,0.00004608143,0.0005463887,0.00005166746,0.00002428238,0.001031755,0.005926664],"study_design_scores_gemma":[0.00008741316,0.0005247006,0.9744858,0.0001313489,0.00007044002,0.0009484275,0.0004387748,0.02125831,0.0003736241,0.0004687297,0.00118453,0.00002779067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912984,0.001085374,0.001852392,0.001186111,0.00006773049,0.0000499786,0.0008334455,0.00009037087,0.003536223],"genre_scores_gemma":[0.9981669,0.0001568208,0.0009729826,0.0001065657,0.00003536219,0.00001858482,0.0003739764,0.000003687088,0.0001650451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00261108,"threshold_uncertainty_score":0.01380891,"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."}}