{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008902755,0.0004488756,0.0007865105,0.0007243893,0.0009784945,0.001216033,0.0006106028,0.001141418,0.001792612],"category_scores_gemma":[0.002040242,0.0006932116,0.001341002,0.001480534,0.0006569399,0.001218779,0.0006688805,0.001103818,0.0003826427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004749414,"about_ca_system_score_gemma":0.0004383559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00567862,"about_ca_topic_score_gemma":0.005813907,"domain_scores_codex":[0.9991936,0.0001738516,0.00009203763,0.0002722772,0.00008606335,0.0001821292],"domain_scores_gemma":[0.9981804,0.0003330197,0.0007138708,0.0002338541,0.0001435084,0.0003954383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001402589,0.0001817826,0.9970725,0.000006913459,0.0002586781,0.0001448625,0.00008065494,0.00003678863,0.0002761045,0.0000187561,0.0000486364,0.0004716578],"study_design_scores_gemma":[0.00005584128,0.00045466,0.9986089,0.000003418289,0.0001400146,0.0001687957,0.0002273279,0.0001661648,0.00005130078,0.00002388597,0.00009123288,0.000008474722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996083,0.0001199557,0.00003774513,0.00001162015,0.000007567154,0.00000362465,0.00009807321,9.875392e-7,0.0001120248],"genre_scores_gemma":[0.9994416,0.00005455656,0.0000263553,0.00002371241,0.00001279159,0.000005413936,0.0002811707,0.000001726279,0.0001527568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00567862,"threshold_uncertainty_score":0.01129115,"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."}}