{"id":"W4400065912","doi":"10.1016/j.jcct.2024.05.185","title":"Coronary Disease At Undetectable And Intermediate Levels Of High Sensitivity Cardiac Troponin: Evaluation By CCTA And AI-Guided Plaque Quantification","year":2024,"lang":"en","type":"article","venue":"Journal of cardiovascular computed tomography","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Troponin; Coronary artery disease; Radiology; Myocardial infarction","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":[],"consensus_categories":[],"category_scores_codex":[0.001975802,0.0002050054,0.0008140692,0.0004826247,0.00006881911,0.00006808541,0.00004252651,0.00008614641,0.000004465308],"category_scores_gemma":[0.0002162076,0.0001827667,0.001071239,0.0004200388,0.0001908183,0.0002206903,0.00006713127,0.0002811169,9.780705e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005501,"about_ca_system_score_gemma":0.000194024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004616264,"about_ca_topic_score_gemma":6.976509e-7,"domain_scores_codex":[0.9976377,0.0004850182,0.0004937015,0.0003035177,0.0008981215,0.0001818653],"domain_scores_gemma":[0.9982008,0.0003644812,0.0001581218,0.0003449402,0.0006515706,0.000280025],"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":[0.003343418,0.0008466606,0.3378112,0.005624954,0.06745535,0.004158051,0.001402749,0.02349415,0.0455225,0.0007361615,0.05695567,0.4526491],"study_design_scores_gemma":[0.003890857,0.0003098753,0.9514173,0.001171216,0.01042323,0.001531675,0.00005425142,0.01923283,0.006233389,0.0003328511,0.005084531,0.000318008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854216,0.1237184,0.01996699,0.0005548947,0.0009399102,0.0003661603,0.0001752244,0.00003662997,0.00002576798],"genre_scores_gemma":[0.997,0.002099088,0.0004780399,0.00005193918,0.000272707,0.00000461266,0.00005919973,0.0000291424,0.000005313673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6136061,"threshold_uncertainty_score":0.7453009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640288660228479,"score_gpt":0.2646907750010837,"score_spread":0.2482878883987989,"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."}}