{"id":"W4231258378","doi":"10.1002/sim.822.abs","title":"Simultaneous modelling of operative mortality and long‐term survival after coronary artery bypass surgery","year":2001,"lang":"en","type":"article","venue":"Statistics in Medicine","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Simon Fraser University; University of Alberta","funders":"","keywords":"Covariate; Poisson regression; Proportional hazards model; Coronary artery bypass surgery; Medicine; Survival analysis; Accelerated failure time model; Bypass surgery; Term (time); Regression analysis; Poisson distribution; Artery; Surgery; Cardiology; Statistics; Mathematics; Population","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":[0.004523825,0.0009902229,0.001154228,0.000877095,0.0005216012,0.001733761,0.002088541,0.00213438,0.002560191],"category_scores_gemma":[0.01780678,0.0008605943,0.001916972,0.001156912,0.001451139,0.00157677,0.002970092,0.001969715,0.0004828714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001358598,"about_ca_system_score_gemma":0.002204386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008280212,"about_ca_topic_score_gemma":0.008521244,"domain_scores_codex":[0.9976699,0.001307631,0.0001020131,0.0003428236,0.0002336356,0.0003439885],"domain_scores_gemma":[0.9907656,0.006756375,0.001275254,0.0004181267,0.0003536339,0.0004311079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007794752,0.0002632539,0.04358535,0.0001953413,0.0004404541,0.0007512375,0.001370667,0.8761554,0.00210383,0.04891614,0.000961933,0.02447685],"study_design_scores_gemma":[0.00007367542,0.0003160533,0.01666435,0.00003509567,0.0001438457,0.0001739881,0.0001557142,0.9389377,0.0005461068,0.04152513,0.001382194,0.00004615888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6478721,0.00112708,0.3415263,0.002774926,0.0001260131,0.0001629637,0.001744545,0.0003458119,0.004320058],"genre_scores_gemma":[0.9788134,0.000618999,0.01227192,0.00007022722,0.00006729229,0.0003089735,0.0007522129,0.00003399421,0.007062995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008280212,"threshold_uncertainty_score":0.02392459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05708445331418451,"score_gpt":0.3571871711612406,"score_spread":0.3001027178470561,"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."}}