{"id":"W4289745830","doi":"10.1016/j.cjca.2022.07.015","title":"One for All and All for One","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Coronary Artery Anomalies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Right coronary artery; Internal medicine; Chest pain; Artery; Circumflex; Coronary artery disease; Coronary arteries; Acute coronary syndrome; Myocardial bridge; Left coronary artery; Radiology; Coronary angiography; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005102691,0.001313977,0.001790832,0.001921337,0.007286341,0.008387689,0.002245571,0.008317481,0.2232792],"category_scores_gemma":[0.04150137,0.0007878409,0.001669824,0.000905104,0.003834055,0.008256544,0.008492022,0.01421957,0.1529877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568399,"about_ca_system_score_gemma":0.01366296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002533455,"about_ca_topic_score_gemma":0.01046541,"domain_scores_codex":[0.9931976,0.001578532,0.0003265351,0.0007236188,0.002598978,0.001574809],"domain_scores_gemma":[0.9571288,0.003854119,0.001304752,0.004045117,0.00985511,0.0238121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002149313,0.00006744514,0.0005338625,0.00007741079,0.0000246876,0.0001695309,0.0001683735,0.00001785547,0.0001487305,0.003643817,0.9358547,0.0592721],"study_design_scores_gemma":[0.00002174805,0.00004373987,0.0005542617,0.0002170608,0.00002663874,0.001039737,0.0005728381,0.00003901645,0.00011145,0.009441455,0.9878938,0.00003835244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001728365,0.01058461,0.008236278,0.5391191,0.1313988,0.0002303413,0.0006440741,0.005392049,0.3026665],"genre_scores_gemma":[0.02947567,0.006637764,0.01393053,0.3645544,0.04342388,0.0004157221,0.0009671194,0.003649874,0.5369449],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2232792,"threshold_uncertainty_score":0.7469435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04519996665569644,"score_gpt":0.2634046986424003,"score_spread":0.2182047319867039,"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."}}