{"id":"W3021158740","doi":"10.1016/j.jcmg.2020.05.001","title":"Cardiac Imaging in the Post-ISCHEMIA Trial Era","year":2020,"lang":"en","type":"article","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of British Columbia","funders":"National Institute on Aging; University of Bristol; National Institute on Handicapped Research; National Institute for Health and Care Research; U.S. Department of Health and Human Services; University Hospitals Bristol NHS Foundation Trust; National Heart, Lung, and Blood Institute; Society of Nuclear Medicine and Molecular Imaging","keywords":"Medicine; Clinical trial; Ischemia; Myocardial ischemia; Intensive care medicine; Cardiac ischemia; Medical physics; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001665007,0.0003898254,0.001010886,0.0001626369,0.0001518408,0.0002228557,0.0003100425,0.00006449092,0.00002636011],"category_scores_gemma":[0.001829394,0.0003156902,0.002426611,0.0006600841,0.0001270264,0.0002557141,0.0001642355,0.0008822201,0.0001308259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245464,"about_ca_system_score_gemma":0.0002505482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003046372,"about_ca_topic_score_gemma":7.668756e-7,"domain_scores_codex":[0.9966056,0.0003640075,0.0005044689,0.0007241308,0.001118873,0.0006829703],"domain_scores_gemma":[0.9979587,0.000339198,0.00007480066,0.001137867,0.0002220865,0.0002673125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007821212,0.0004595436,0.5834699,0.0006491969,0.003593589,0.009203647,0.01181264,0.0009719338,0.008820367,0.0003012479,0.09690334,0.2759934],"study_design_scores_gemma":[0.1268821,0.0002388714,0.2624195,0.0005668157,0.007582611,0.001618453,0.01088604,0.003801794,0.005214153,0.0001057439,0.5783956,0.0022883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7037264,0.1252448,0.004768763,0.08184499,0.00412751,0.005948088,0.000104197,0.001043723,0.07319157],"genre_scores_gemma":[0.9866691,0.0001694695,0.0007066416,0.009238602,0.002910519,0.0001103348,0.00008928558,0.00008748729,0.00001856366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4814923,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012613375868512,"score_gpt":0.2479250971829507,"score_spread":0.2353117213144388,"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."}}