{"id":"W4405342798","doi":"10.20517/2574-1209.2024.45","title":"Multiple arterial grafting: are women being left behind?","year":2024,"lang":"en","type":"article","venue":"Vessel Plus","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Grafting; Cardiology; Medicine; Materials science; Composite material","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":[0.001186704,0.0002309134,0.000736065,0.000615466,0.0003197771,0.001252981,0.0003799023,0.001095814,0.004412205],"category_scores_gemma":[0.006113358,0.000173331,0.0008852409,0.001028547,0.0004769069,0.001289374,0.0004652525,0.0009167193,0.000416873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003610918,"about_ca_system_score_gemma":0.001757594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002882432,"about_ca_topic_score_gemma":0.006370681,"domain_scores_codex":[0.9992674,0.0003186978,0.0001376505,0.00008680211,0.0001205177,0.00006885012],"domain_scores_gemma":[0.9980437,0.001414268,0.0003589999,0.00001968907,0.0001080664,0.00005542386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009504653,0.00005827866,0.02126753,0.07801054,0.001304333,0.001468025,0.002197528,0.0001657523,0.0003958654,0.009589925,0.03060501,0.8539868],"study_design_scores_gemma":[0.0003152492,0.0006423655,0.04549586,0.2489859,0.007763948,0.01101937,0.009259379,0.0001509445,0.000524568,0.01249678,0.6632228,0.0001229075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004658988,0.9841559,0.0002083946,0.007325166,0.000506836,0.00001413423,0.0002719973,0.000003022899,0.00285566],"genre_scores_gemma":[0.03610537,0.9583164,0.0002169963,0.003764879,0.000849997,0.00003282865,0.0001785616,0.000003134006,0.0005319525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004412205,"threshold_uncertainty_score":0.01476032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121664705026894,"score_gpt":0.2530538084038503,"score_spread":0.2408873379011609,"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."}}