{"id":"W2072797780","doi":"10.1097/00000542-200406000-00012","title":"Predictive Performance and Variability of the Cardiac Anesthesia Risk Evaluation Score","year":2004,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; EuroSCORE; Receiver operating characteristic; Intensive care unit; Anesthesiology; Cardiac surgery; Emergency medicine; Risk assessment; Intensive care; Area under the curve; American society of anesthesiologists; Anesthesia; Surgery; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005070293,0.000513343,0.000348647,0.00154836,0.0001756864,0.0006963839,0.0004581563,0.000593818,0.0007744107],"category_scores_gemma":[0.02937653,0.0001412115,0.0003761606,0.0007013745,0.0004520225,0.0003111926,0.0005077046,0.0005514764,0.0002194676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005048977,"about_ca_system_score_gemma":0.0004620694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105199,"about_ca_topic_score_gemma":0.001494956,"domain_scores_codex":[0.9966334,0.001432258,0.0002470726,0.0005468017,0.0009684757,0.0001719923],"domain_scores_gemma":[0.9783583,0.0146681,0.003110113,0.0007985031,0.00230755,0.0007574657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001388668,0.00001172235,0.9955356,0.000005332995,0.00005298495,0.00003060731,0.00003818576,0.0008800647,0.00009607648,0.00002672118,0.0001160558,0.003067791],"study_design_scores_gemma":[0.00002777892,0.0001801092,0.9874216,0.000009237824,0.00004023477,0.0002759248,0.0000591406,0.01147306,0.0002325295,0.0001168536,0.0001539626,0.000009575287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980032,0.0002634611,0.001040408,0.00006935733,0.00001864363,0.00001201199,0.0001354293,0.00001661238,0.0004408793],"genre_scores_gemma":[0.9995006,0.00002662259,0.0002637485,0.0000078591,0.00001302539,0.000006295404,0.0001519486,0.000002184236,0.00002760708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005070293,"threshold_uncertainty_score":0.02681464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262508554130941,"score_gpt":0.2451952544074253,"score_spread":0.2325701688661159,"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."}}