{"id":"W2553160431","doi":"10.1016/j.jtcvs.2016.11.039","title":"A score to estimate 30-day mortality after intensive care admission after cardiac surgery","year":2016,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Provincial Health Services Authority; Université de Montréal; St. Paul's Hospital; Providence Health Care; Montreal Heart Institute","funders":"","keywords":"Medicine; Intensive care unit; Cardiac surgery; Extracorporeal membrane oxygenation; Cardiopulmonary bypass; Inotrope; Surgery; Intra-aortic balloon pump; Emergency medicine; Anesthesia; Cardiology; Internal medicine; Myocardial infarction; Cardiogenic shock","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":[0.001173821,0.001197185,0.001037999,0.003060808,0.0006597077,0.001058107,0.0006669892,0.0008958764,0.002638747],"category_scores_gemma":[0.005409342,0.000205662,0.002066263,0.001344293,0.000402954,0.001043129,0.001258307,0.0009632972,0.0007225709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007708946,"about_ca_system_score_gemma":0.0008438769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002491869,"about_ca_topic_score_gemma":0.004606925,"domain_scores_codex":[0.9987472,0.0002910962,0.0003147234,0.00008720761,0.0003826289,0.0001770876],"domain_scores_gemma":[0.9959204,0.0007924248,0.001624328,0.0001077584,0.0008721022,0.0006829266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004849571,0.0001837826,0.9885187,0.00008330966,0.0004742728,0.00007462333,0.00006242922,0.0004527771,0.000290488,0.0001011919,0.001333982,0.00793954],"study_design_scores_gemma":[0.00007566925,0.0007347575,0.993988,0.00005527681,0.0002385485,0.0002656918,0.0002773431,0.003046377,0.0001817957,0.000263273,0.0008443399,0.0000287679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857113,0.0006033855,0.001946714,0.0003562216,0.0001580208,0.0002531772,0.00372338,0.00009001351,0.007157778],"genre_scores_gemma":[0.9911329,0.0003478875,0.002667425,0.0001059997,0.0001021415,0.0002929988,0.004125246,0.00001299362,0.001212453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003060808,"threshold_uncertainty_score":0.008827507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099348707237794,"score_gpt":0.3086236566291161,"score_spread":0.2876301695567382,"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."}}