{"id":"W4387708751","doi":"10.1016/j.pcad.2023.10.005","title":"Comparison of coronary artery calcium scores among patients referred for cardiac imaging tests","year":2023,"lang":"en","type":"review","venue":"Progress in Cardiovascular Diseases","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Coronary artery disease; Coronary artery calcium; Myocardial perfusion imaging; Cardiology; Internal medicine; Positron emission tomography; Pre- and post-test probability; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004926611,0.0007085847,0.006053933,0.0006193155,0.00007947061,0.00006001127,0.000274178,0.0002340696,0.000002627536],"category_scores_gemma":[0.001401127,0.0006387272,0.006493649,0.0006347626,0.0004298726,0.0001061122,0.000252371,0.0003917561,0.00001470238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504551,"about_ca_system_score_gemma":0.0004376211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002781921,"about_ca_topic_score_gemma":0.000001587738,"domain_scores_codex":[0.9957133,0.0003503471,0.00125838,0.0009456382,0.001056534,0.0006758017],"domain_scores_gemma":[0.9962597,0.001194896,0.0004113581,0.001397459,0.0004136584,0.00032292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003101955,0.000303608,0.530979,0.02724766,0.003240937,0.0001040485,0.0000218842,0.000006670338,3.578615e-9,0.000001154402,0.001614698,0.4364493],"study_design_scores_gemma":[0.002144581,0.0001227232,0.7139168,0.04763926,0.03747529,0.00001830462,0.0000632272,0.0000578821,0.000001719092,0.00001425598,0.1977282,0.0008177994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001078871,0.9911239,0.0000297413,0.000006740447,0.00151486,0.004153865,0.001829208,0.0002191887,0.00004364236],"genre_scores_gemma":[0.02767015,0.9636887,0.0001769389,0.000007717903,0.0006322654,0.002856342,0.004647489,0.0002982081,0.00002221551],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4356315,"threshold_uncertainty_score":0.9996064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06677030410276819,"score_gpt":0.390957875064966,"score_spread":0.3241875709621978,"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."}}