{"id":"W2040719805","doi":"10.1016/j.athoracsur.2014.06.059","title":"Readmissions After Cardiac Surgery: Experience of the National Institutes of Health/Canadian Institutes of Health Research Cardiothoracic Surgical Trials Network","year":2014,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Cardiac surgery; Diabetes mellitus; Emergency medicine; Surgery; Bypass grafting; Cardiothoracic surgery; Cardiology; Internal medicine; Artery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02447577,0.0005257507,0.001754681,0.0006720062,0.001646309,0.002110512,0.001435416,0.001219145,0.001337053],"category_scores_gemma":[0.03789768,0.000378004,0.0009298819,0.002252975,0.0005973359,0.001840064,0.00251322,0.001596957,0.0002593436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003504519,"about_ca_system_score_gemma":0.006789871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05456791,"about_ca_topic_score_gemma":0.180334,"domain_scores_codex":[0.9794554,0.01340008,0.002051767,0.001100481,0.002939543,0.001052776],"domain_scores_gemma":[0.9701781,0.01123106,0.006897947,0.001837919,0.004704386,0.005150645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002735629,0.000629605,0.933268,0.00036008,0.001063736,0.000298443,0.001165362,0.0004063476,0.0002277111,0.000382419,0.03431277,0.02514992],"study_design_scores_gemma":[0.000668678,0.000639613,0.9895601,0.0002589723,0.0003867536,0.0003211511,0.001541111,0.0005587517,0.0001422856,0.0001651082,0.005706411,0.00005111054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516631,0.007514384,0.000688825,0.0123831,0.0003318448,0.0006213604,0.02028339,0.00004404872,0.006470012],"genre_scores_gemma":[0.9562917,0.004724907,0.001955363,0.004400164,0.0005072845,0.001070192,0.02890899,0.00008651444,0.002054777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05456791,"threshold_uncertainty_score":0.1294418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4129712058391969,"score_gpt":0.4989511893972097,"score_spread":0.08597998355801273,"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."}}