{"id":"W4384832083","doi":"10.1016/j.jcmg.2023.05.018","title":"Coronary Atherosclerosis Phenotypes in Focal and Diffuse Disease","year":2023,"lang":"en","type":"article","venue":"JACC. Cardiovascular imaging","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Phenotype; Coronary atherosclerosis; Medicine; Disease; Cardiology; Coronary artery disease; Internal medicine; Biology; Genetics; Gene","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":[0.0002938005,0.000146057,0.0003168557,0.0001880632,0.00006995277,0.00003703672,0.00005998277,0.0000287937,0.00004526538],"category_scores_gemma":[0.0002008238,0.0001406515,0.0004975153,0.0003031483,0.00007025751,0.0001114114,0.000137396,0.0001359307,0.00006897961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005820436,"about_ca_system_score_gemma":0.0000353785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001068989,"about_ca_topic_score_gemma":0.00001001902,"domain_scores_codex":[0.9988557,0.00005729271,0.0002040044,0.0003281853,0.0002779633,0.0002768352],"domain_scores_gemma":[0.9992233,0.00008866039,0.00001964303,0.0004408527,0.00004077241,0.0001867667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006816944,0.0001855073,0.8855312,0.0001455776,0.0002808449,0.001008898,0.000164641,0.0001458995,0.0001547215,0.0001032058,0.0009818678,0.1112294],"study_design_scores_gemma":[0.002270693,0.00002559495,0.9868975,0.0002705628,0.0003548401,0.0000592469,0.0002415918,0.004102604,0.00002317672,0.0001805248,0.005421197,0.000152527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889549,0.008550735,0.000606409,0.0008292136,0.00017902,0.0003112339,0.00001933368,0.0001596235,0.0003895128],"genre_scores_gemma":[0.998105,0.001103051,0.0001773981,0.0001858619,0.0001140798,0.00005127465,0.00004803495,0.00003545067,0.0001798063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1110769,"threshold_uncertainty_score":0.5735602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837169489196409,"score_gpt":0.2558749057750737,"score_spread":0.2375032108831096,"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."}}