{"id":"W4242377790","doi":"10.1177/155698451701200208","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":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Cardiology; Artery; Internal medicine","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":[0.0002794178,0.0002419967,0.0005463111,0.001154876,0.001178297,0.0007593828,0.0003207875,0.001085465,0.02497765],"category_scores_gemma":[0.001181428,0.0001051487,0.001064774,0.0006382272,0.0002582535,0.0004359189,0.0003662369,0.001424101,0.003273231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895451,"about_ca_system_score_gemma":0.001302017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008927364,"about_ca_topic_score_gemma":0.003181005,"domain_scores_codex":[0.9996156,0.00004120843,0.00003904602,0.00004185584,0.00008224995,0.0001799996],"domain_scores_gemma":[0.9993666,0.00007283752,0.0000904651,0.00003173774,0.00005992594,0.0003785186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004308203,0.003217936,0.7411042,0.0005770419,0.0004233453,0.01857724,0.0006028861,0.0008750518,0.01649428,0.005237306,0.05256992,0.1560127],"study_design_scores_gemma":[0.000499154,0.002517211,0.851242,0.000731195,0.0003346039,0.01974211,0.001327569,0.001440048,0.001537838,0.007677077,0.112832,0.000119054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8253943,0.005705492,0.003062097,0.01362323,0.002675115,0.001204236,0.004321312,0.0001123128,0.1439019],"genre_scores_gemma":[0.95297,0.002943041,0.001699732,0.007050855,0.003093934,0.0006922429,0.005078088,0.00006005086,0.02641206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02497765,"threshold_uncertainty_score":0.08355856,"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."}}