{"id":"W4280641978","doi":"10.1016/j.jcmg.2022.03.009","title":"The PROMISE Minimal Risk Score Improves Risk Classification of Symptomatic Patients With Suspected CAD","year":2022,"lang":"en","type":"article","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Novo Nordisk Fonden; Aarhus Universitets Forskningsfond; National Heart, Lung, and Blood Institute; Boehringer Ingelheim; Hjerteforeningen; Novo Nordisk; Sanofi; Amgen; Pfizer; Health Research Fund of Central Denmark Region; Bayer","keywords":"CAD; Medicine; Internal medicine; Framingham Risk Score; Cardiology; Engineering; Disease","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":[0.003313561,0.0006332648,0.001003286,0.001012184,0.0002917556,0.0009009732,0.0006192267,0.0004994408,0.002213363],"category_scores_gemma":[0.009096897,0.0002287613,0.001027057,0.000492383,0.0002634686,0.0007535524,0.001037302,0.0008009505,0.0005158947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003180847,"about_ca_system_score_gemma":0.0004919542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000784556,"about_ca_topic_score_gemma":0.001404543,"domain_scores_codex":[0.9978759,0.0009883719,0.0002063338,0.0004766493,0.0003467646,0.0001059014],"domain_scores_gemma":[0.9959478,0.00151034,0.001188829,0.0004586972,0.0003917112,0.0005026851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006321687,0.000235748,0.9648423,0.0001046737,0.0004684444,0.000126277,0.00008820295,0.0008253432,0.0008398693,0.0001892286,0.001335948,0.02462231],"study_design_scores_gemma":[0.0005613298,0.0022858,0.9880476,0.00004894773,0.0005731866,0.0007396151,0.00009067308,0.005502581,0.0004305805,0.0005809741,0.00110858,0.00003013067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946425,0.001109959,0.0009945754,0.0002896426,0.00003515057,0.00006089445,0.000800388,0.00003854508,0.002028357],"genre_scores_gemma":[0.9968209,0.0001861614,0.00137082,0.0000578978,0.00006214657,0.00003450661,0.001206112,0.000006547489,0.0002548884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003313561,"threshold_uncertainty_score":0.01752394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006100149738385443,"score_gpt":0.209566656513725,"score_spread":0.2034665067753395,"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."}}