{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001672563,0.0002419641,0.001278001,0.0001370735,0.00003581783,0.00001534649,0.00004993522,0.0003486758,0.00008000254],"category_scores_gemma":[0.00003208777,0.000215668,0.0009532497,0.000103815,0.00001862816,0.00006225437,0.0000184053,0.0001281655,0.00009702209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626098,"about_ca_system_score_gemma":0.0002519227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002430103,"about_ca_topic_score_gemma":1.675733e-7,"domain_scores_codex":[0.9988989,0.00005122276,0.0003884441,0.0003294336,0.000160223,0.0001717969],"domain_scores_gemma":[0.9991516,0.0001398985,0.0001946387,0.0003826511,0.00007244946,0.00005869986],"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":[0.00003330677,0.00002548518,0.0001616727,0.00853708,0.0001265192,0.000006996716,0.000004859758,1.36726e-7,0.000004822631,0.0001766859,0.003318785,0.9876037],"study_design_scores_gemma":[0.0002533581,0.0000431628,0.003906155,0.004095952,0.001519784,0.000178665,0.0000013889,0.00001235381,6.637928e-7,0.00009976025,0.9896789,0.000209814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005598681,0.9930069,0.001232198,0.00002119484,0.001345629,0.002752334,0.00007736035,0.0001741161,0.001334263],"genre_scores_gemma":[0.002433433,0.9923815,0.0001614289,0.00006162912,0.0008937627,0.0004089321,0.003250013,0.00007198444,0.0003373366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9873939,"threshold_uncertainty_score":0.8794687,"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."}}