{"id":"W2896084870","doi":"10.1016/j.cjca.2018.10.007","title":"Variables Associated With Cardiac Surgical Waitlist Mortality From a Population-Based Cohort","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health; University of Alberta; Canadian VIGOUR Centre; Libin Cardiovascular Institute of Alberta; Provincial Laboratory of Public Health; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"University of Alberta","keywords":"Medicine; Cohort; Population; Emergency medicine; Internal medicine; Intensive care medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005455467,0.0004054101,0.0004829607,0.0009992745,0.0009634651,0.001186366,0.0006418985,0.0008596216,0.002307582],"category_scores_gemma":[0.002154521,0.0005854389,0.001124174,0.001360069,0.0004730215,0.0007785937,0.0008552208,0.001391997,0.0003094985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006775609,"about_ca_system_score_gemma":0.0009391485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03019938,"about_ca_topic_score_gemma":0.03038021,"domain_scores_codex":[0.9993833,0.00009082614,0.00006462319,0.0002084746,0.00009734898,0.0001554897],"domain_scores_gemma":[0.9988647,0.0001801385,0.0003591941,0.0001308807,0.0001485431,0.0003165998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001575335,0.00006435574,0.9986566,0.000004867265,0.0001148365,0.0001009334,0.00009765008,0.00002957896,0.0002067404,0.00002590919,0.0001644687,0.0003764716],"study_design_scores_gemma":[0.00001804947,0.00008509122,0.9988977,0.000003998899,0.00006518119,0.000208314,0.0003945945,0.0001716554,0.00002228444,0.00002880808,0.00009836661,0.000005941647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993344,0.00006770286,0.00004088146,0.00004661549,0.000007027637,0.000004270705,0.0003120545,0.000001991223,0.0001850363],"genre_scores_gemma":[0.999153,0.0000585066,0.00003961803,0.00004097895,0.00001705813,0.000008444671,0.000551977,0.000002683653,0.0001276732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03019938,"threshold_uncertainty_score":0.06004721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514480622600339,"score_gpt":0.2504610568841301,"score_spread":0.2353162506581267,"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."}}