{"id":"W4210727424","doi":"10.31160/jotci202230a20210039","title":"When the answer was already there","year":2022,"lang":"en","type":"article","venue":"Journal of Transcatheter Interventions","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Circumflex; Cardiology; Internal medicine; Stenosis; Angina; Coronary angiogram; Right coronary artery; Occlusion; Artery; Coronary angiography; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001142937,0.0005749558,0.0007859056,0.0005972093,0.001578515,0.002270977,0.0006453177,0.00662971,0.2008007],"category_scores_gemma":[0.01294152,0.0002000434,0.0007733053,0.0003081289,0.0006713959,0.003147565,0.001513028,0.004750152,0.07692326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008424356,"about_ca_system_score_gemma":0.001248771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498144,"about_ca_topic_score_gemma":0.002163459,"domain_scores_codex":[0.9989241,0.0003386536,0.0001293643,0.0001466416,0.0002038347,0.0002574101],"domain_scores_gemma":[0.995865,0.0008897276,0.0002757223,0.0001088386,0.001577069,0.001283669],"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":[0.0002407385,0.0001036111,0.001886562,0.0003253312,0.00001677256,0.003242717,0.0002332759,0.00003048593,0.0003111249,0.001046172,0.9562286,0.03633469],"study_design_scores_gemma":[0.00009984708,0.0001674634,0.002280919,0.001051722,0.00003088034,0.005882327,0.001278444,0.00009286051,0.0002588039,0.002671864,0.9861206,0.00006420891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007349626,0.011093,0.002311137,0.7663905,0.1138669,0.0004766868,0.003290647,0.0008542115,0.09436731],"genre_scores_gemma":[0.05703776,0.0165378,0.004833295,0.5627312,0.06697868,0.0005459519,0.002976693,0.0004512072,0.2879074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2008007,"threshold_uncertainty_score":0.6717452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03865062957046513,"score_gpt":0.3167120357170283,"score_spread":0.2780614061465632,"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."}}