{"id":"W2978057393","doi":"10.1161/circulationaha.119.041096","title":"Arterial Grafts for Coronary Bypass","year":2019,"lang":"en","type":"review","venue":"Circulation","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Sunnybrook Health Science Centre","funders":"British Heart Foundation","keywords":"Medicine; Cardiology; Internal medicine; Surgery","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":[0.0007246099,0.0008110413,0.001486708,0.002284108,0.0002746031,0.0008702916,0.0005852314,0.0009698808,0.009009229],"category_scores_gemma":[0.0009537708,0.0002348136,0.00106604,0.00158005,0.0004521607,0.0008115473,0.000502763,0.002030686,0.002496499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004272556,"about_ca_system_score_gemma":0.0009836218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024709,"about_ca_topic_score_gemma":0.002097216,"domain_scores_codex":[0.9996326,0.0000746361,0.00006880411,0.00007676634,0.0001182324,0.0000290332],"domain_scores_gemma":[0.9996604,0.0001581313,0.00009574094,0.00001224804,0.00004863951,0.00002488868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001250832,0.00006034839,0.0003239501,0.04656184,0.0004313236,0.0001824522,0.00004300919,0.0001670712,0.000783448,0.003113406,0.03357803,0.9146301],"study_design_scores_gemma":[0.0001793679,0.0001879996,0.004433484,0.03711948,0.001041486,0.004606638,0.00009898484,0.0001054474,0.0004581596,0.003808131,0.9479277,0.00003312695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009763296,0.9987387,0.00004736253,0.0001452028,0.0002349565,0.00000629471,0.00001624565,0.000002579429,0.0007110961],"genre_scores_gemma":[0.001149036,0.9974727,0.0001336052,0.0003344983,0.0002822133,0.00001050988,0.00005575775,0.000001371009,0.0005603385],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009009229,"threshold_uncertainty_score":0.03013891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07230365925622119,"score_gpt":0.3497428389192728,"score_spread":0.2774391796630516,"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."}}