{"id":"W4392826505","doi":"10.1148/ryct.220197","title":"Impact of Smoking on Coronary Volume–to–Myocardial Mass Ratio: An ADVANCE Registry Substudy","year":2024,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; St. Paul's Hospital; University of British Columbia","funders":"Duke Clinical Research Institute; HeartFlow; Novo Nordisk Fonden","keywords":"Medicine; Volume (thermodynamics); Cardiology; Internal medicine","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":[0.0006591946,0.000332794,0.0009527523,0.000307183,0.0001133651,0.00004691102,0.0001679287,0.0001285594,0.0000373139],"category_scores_gemma":[0.000112939,0.00030377,0.001264673,0.0004112951,0.0001707342,0.000232025,0.00005170262,0.0005060976,0.00003255039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000302374,"about_ca_system_score_gemma":0.0003095755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000366293,"about_ca_topic_score_gemma":3.52546e-7,"domain_scores_codex":[0.9976428,0.0003602519,0.0003674316,0.0007631546,0.0003687986,0.0004975341],"domain_scores_gemma":[0.9983871,0.000101629,0.00006287459,0.001006797,0.00009280766,0.0003487729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001169005,0.0001188637,0.8775817,0.0002444603,0.004433486,0.004730654,0.0004175413,0.005982519,0.03422052,0.0001059896,0.002126441,0.06886886],"study_design_scores_gemma":[0.0009119909,0.0005893432,0.9853554,0.0003589101,0.001704386,0.003650655,0.0001308273,0.003938371,0.001185781,0.00004954178,0.001705717,0.0004190938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672778,0.01429227,0.01445518,0.0002859926,0.0009861719,0.0005951109,0.00008692466,0.0002632339,0.001757298],"genre_scores_gemma":[0.9977044,0.0001097165,0.0005843518,0.0002517788,0.0009457452,0.00003294021,0.0001080205,0.00007325967,0.0001897211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077737,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00988180904400157,"score_gpt":0.3239737348483241,"score_spread":0.3140919258043226,"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."}}