{"id":"W1939069203","doi":"10.1161/circulationaha.114.014932","title":"Influence of Baseline Characteristics, Operative Conduct, and Postoperative Course on 30-Day Outcomes of Coronary Artery Bypass Grafting Among Patients With Left Ventricular Dysfunction","year":2015,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Bypass grafting; Artery; Cardiology; Internal medicine; Baseline (sea); Derivation; Coronary artery bypass surgery; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003442099,0.0001477122,0.0005486161,0.00007588224,0.00003917975,0.000009335138,0.00002438742,0.000069602,0.00001358003],"category_scores_gemma":[0.0004333089,0.0001045283,0.00006591371,0.00008730953,0.0001286426,0.0001909559,0.00001104653,0.00009570049,0.000003014965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005296533,"about_ca_system_score_gemma":0.00006615799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000173492,"about_ca_topic_score_gemma":0.000001759861,"domain_scores_codex":[0.9988392,0.000154529,0.0003382057,0.0001961836,0.0003635379,0.0001083475],"domain_scores_gemma":[0.9986488,0.000233221,0.0002003993,0.0001527407,0.0006584178,0.0001064584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002644831,0.0001662451,0.9964879,0.00002331102,0.0001529329,0.00003905244,0.0008486859,0.00109403,0.0002809943,0.00009959561,0.000005127876,0.0005376049],"study_design_scores_gemma":[0.00250826,0.0004017995,0.9953051,0.0001100075,0.0001982659,0.00001613815,0.000173224,0.0007509952,0.0003777174,0.000003238051,0.00004515002,0.0001100694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989664,0.00003412024,0.0001545144,0.0001497194,0.00005674877,0.0005091843,0.00001697593,0.00001483172,0.00009751166],"genre_scores_gemma":[0.9995334,0.000003340023,0.00003795626,0.0001561221,0.00002254163,0.000005892056,0.000194509,0.00001277717,0.00003349307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002243777,"threshold_uncertainty_score":0.4262542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454121496831238,"score_gpt":0.2539086775114701,"score_spread":0.2393674625431577,"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."}}