{"id":"W1978731743","doi":"10.1016/j.jtcvs.2014.12.031","title":"Impact of pump status and conduit choice in coronary artery bypass: A 15-year follow-up study in 1412 propensity-matched patients","year":2014,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Propensity score matching; Cardiology; Internal medicine; Artery; Cardiopulmonary bypass; Mammary artery; Revascularization; Electrical conduit; Surgery; Myocardial infarction","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":[0.003957062,0.0002646095,0.0021139,0.0006163184,0.0000323289,0.00002662677,0.00006370718,0.0001355624,0.00001542899],"category_scores_gemma":[0.0003753272,0.0002067098,0.001224382,0.0003500097,0.00008688641,0.0003363293,0.00008357181,0.0004141811,8.357808e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080475,"about_ca_system_score_gemma":0.0002231152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005546601,"about_ca_topic_score_gemma":0.00004344103,"domain_scores_codex":[0.9969467,0.0007945729,0.0009226191,0.0002934819,0.0006865188,0.0003561323],"domain_scores_gemma":[0.9983295,0.0003985931,0.0003238692,0.0004055177,0.00029893,0.0002435443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001623183,0.0004999742,0.9048165,0.0001160526,0.001539901,0.0003485043,0.0003463391,0.000008666256,0.00008710007,4.360487e-7,0.0001483712,0.09046494],"study_design_scores_gemma":[0.002207356,0.0008191096,0.9946221,0.0004140417,0.000538937,0.000331905,0.0003860842,0.000008524559,0.00008517148,0.00002068202,0.000370147,0.0001959606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952416,0.003833237,0.00003971608,0.00001929865,0.0002178717,0.0005340553,0.000006371768,0.00001358664,0.00009419968],"genre_scores_gemma":[0.9986742,0.00109876,0.00003590034,0.00003867535,0.00008354728,0.00001152239,0.000007863446,0.00003086756,0.00001871644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09026898,"threshold_uncertainty_score":0.8429381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204376632316938,"score_gpt":0.2889645276277724,"score_spread":0.266920761304603,"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."}}