{"id":"W2597774194","doi":"10.1097/imi.0000000000000356","title":"Eligibility for Minimally Invasive Coronary Artery Bypass","year":2017,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Cardiology; Medicine; Internal medicine; Artery","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":[0.0002266638,0.0002080118,0.0003097205,0.0004316293,0.0004308866,0.0002924892,0.0002383744,0.0003154167,0.0075143],"category_scores_gemma":[0.0006420595,0.00006037107,0.0003328016,0.0003174919,0.0001650787,0.0001685663,0.0002223273,0.000365474,0.0007169046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109173,"about_ca_system_score_gemma":0.0004867196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003573218,"about_ca_topic_score_gemma":0.001028991,"domain_scores_codex":[0.9997696,0.00003907861,0.00002309242,0.00003628312,0.00006651674,0.00006537417],"domain_scores_gemma":[0.9996768,0.00005720428,0.00007137557,0.0000162879,0.00002193733,0.0001563537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00097797,0.0004761924,0.9461105,0.000165524,0.00008316003,0.01010353,0.0002881806,0.0002304557,0.01002271,0.0004332623,0.001925639,0.02918279],"study_design_scores_gemma":[0.00008981551,0.001229151,0.9622301,0.0001593504,0.00007057995,0.02599197,0.0005200154,0.0007376614,0.001323428,0.0002607212,0.007364767,0.00002240682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902176,0.00107523,0.0006981826,0.0003512976,0.00008688364,0.0001353996,0.0003365311,0.00001546875,0.007083355],"genre_scores_gemma":[0.9974506,0.0003312634,0.0003583765,0.0001752974,0.0001113842,0.00007742022,0.0003816674,0.000004314103,0.001109537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0075143,"threshold_uncertainty_score":0.02513784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287949324657223,"score_gpt":0.324031769228757,"score_spread":0.3011522759821848,"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."}}