{"id":"W2795107827","doi":"10.1016/j.jcct.2018.03.008","title":"CAC-DRS: Coronary Artery Calcium Data and Reporting System. An expert consensus document of the Society of Cardiovascular Computed Tomography (SCCT)","year":2018,"lang":"en","type":"article","venue":"Journal of cardiovascular computed tomography","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":262,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Standardization; Coronary artery calcium; Radiology; Medical physics; Computed tomography","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":[0.004885153,0.0004878905,0.002783264,0.0005288625,0.0002325174,0.00007171476,0.0006694864,0.0002405856,0.000002516168],"category_scores_gemma":[0.0002665339,0.0003648704,0.008322822,0.001369254,0.001061962,0.0002192616,0.0005376937,0.0005981545,4.216434e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007728595,"about_ca_system_score_gemma":0.0003705918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002609727,"about_ca_topic_score_gemma":0.000001632026,"domain_scores_codex":[0.993267,0.0007494406,0.002641835,0.0006846837,0.002159643,0.0004974254],"domain_scores_gemma":[0.9916472,0.0002965869,0.002155636,0.003292666,0.002198126,0.0004097458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.001826674,0.002256663,0.3872546,0.007137941,0.4313449,0.005503118,0.00756234,0.01847274,0.005043925,0.0001549162,0.04883103,0.0846111],"study_design_scores_gemma":[0.03224643,0.004165202,0.6529908,0.01443676,0.05955011,0.08363266,0.009856567,0.02824272,0.02074147,0.0001390919,0.09150419,0.002494056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7782318,0.1689221,0.04814203,0.0002589375,0.00284397,0.001111832,0.0001232631,0.0001190975,0.0002469335],"genre_scores_gemma":[0.9823556,0.000520457,0.01548497,0.0001576106,0.001371818,0.000004471809,0.00003956029,0.00006385064,0.000001649149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3717948,"threshold_uncertainty_score":0.9998803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03755579142720011,"score_gpt":0.2848992835822206,"score_spread":0.2473434921550204,"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."}}