{"id":"W3185621636","doi":"10.1016/j.jcct.2021.06.235","title":"Coronary Artery Calcium Progression After Coronary Artery Bypass Graft Surgery","year":2021,"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":"London Health Sciences Centre","funders":"","keywords":"Medicine; Cardiology; Artery; Internal medicine; Coronary artery calcium; Coronary artery bypass surgery; Calcium; Coronary artery 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00108452,0.0004238009,0.00170477,0.0008317727,0.00011148,0.0001098231,0.0001482818,0.0002295193,0.00004235678],"category_scores_gemma":[0.0001784192,0.0003728753,0.006696429,0.001063196,0.0001910448,0.0002712214,0.0001336608,0.0008059868,0.00001691597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008266704,"about_ca_system_score_gemma":0.0005464834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002405527,"about_ca_topic_score_gemma":3.990495e-7,"domain_scores_codex":[0.9958546,0.0004728893,0.001020604,0.0004582262,0.001631451,0.0005622165],"domain_scores_gemma":[0.9963845,0.0004797929,0.0003079067,0.0009298857,0.001336225,0.0005616916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001165978,0.00109718,0.7163579,0.0003973131,0.02366489,0.1482881,0.0001694991,0.0007214767,0.000385549,0.000006690022,0.03252237,0.07522307],"study_design_scores_gemma":[0.003894503,0.000279908,0.8661617,0.001489157,0.004551014,0.08145958,0.0001037367,0.0001267212,0.001296261,0.00007305104,0.04008722,0.0004771249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7750006,0.1984007,0.02012102,0.0008890181,0.004614825,0.0003838081,0.00003192527,0.0001424251,0.0004157274],"genre_scores_gemma":[0.9924483,0.0009558075,0.003863593,0.0008056206,0.001738174,0.00001555019,0.000072952,0.00007648814,0.00002356643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2174477,"threshold_uncertainty_score":0.9998723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137664448199242,"score_gpt":0.2464229979402063,"score_spread":0.2326565531202821,"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."}}