{"id":"W4400066066","doi":"10.1016/j.jcct.2024.05.186","title":"Relation Of Coronary Plaque With Elevated 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":"Coronary Interventions 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; Cardiac imaging; Vulnerable plaque; Radiology","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":[0.001810592,0.0001977372,0.0006906874,0.0006133901,0.00006410723,0.00005061731,0.00005101562,0.0001376452,0.00001241196],"category_scores_gemma":[0.00008187155,0.000162773,0.001018571,0.0007826595,0.0001113508,0.0002682613,0.00002270227,0.0003635522,0.000001243469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009116154,"about_ca_system_score_gemma":0.0002044185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007275864,"about_ca_topic_score_gemma":0.000002768528,"domain_scores_codex":[0.9974338,0.000495172,0.0006710118,0.0002667332,0.000984473,0.0001488228],"domain_scores_gemma":[0.9977712,0.0002514328,0.0002530435,0.0003436712,0.001254638,0.0001260082],"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":[0.006663423,0.003357026,0.2680139,0.004371283,0.1234886,0.004218685,0.0016227,0.1291712,0.07186522,0.006305635,0.07623513,0.3046873],"study_design_scores_gemma":[0.007022785,0.00260978,0.8879516,0.003129456,0.01285888,0.004724998,0.0001623674,0.06169206,0.008575716,0.000378608,0.01044148,0.0004522632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8744937,0.02847892,0.09526509,0.0005177124,0.0005845572,0.0005290689,0.00004851165,0.00004216531,0.00004025281],"genre_scores_gemma":[0.9964909,0.001116423,0.00194943,0.00002319091,0.0001677038,0.000006894663,0.0002093534,0.00002843523,0.000007657711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6199377,"threshold_uncertainty_score":0.663769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399271213053386,"score_gpt":0.2594559246085898,"score_spread":0.2454632124780559,"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."}}