{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101664,0.0005656689,0.0005453689,0.001089001,0.00028722,0.000701414,0.0002774645,0.0004647629,0.001602156],"category_scores_gemma":[0.001544995,0.0002081576,0.0002623739,0.0008320247,0.0005899652,0.0003268531,0.0008819569,0.0003120623,0.0002105762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599795,"about_ca_system_score_gemma":0.0001710104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003948571,"about_ca_topic_score_gemma":0.0006116215,"domain_scores_codex":[0.999562,0.000124439,0.00005095373,0.0001421532,0.00005909948,0.00006130025],"domain_scores_gemma":[0.9985133,0.0002112723,0.0008303135,0.00009122501,0.00008813217,0.0002657235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005414865,0.00003473796,0.9945928,0.00004384698,0.0000970339,0.0002267787,0.00009022319,0.0000527193,0.0009470854,0.00007220464,0.00004469201,0.003256338],"study_design_scores_gemma":[0.00001869443,0.0002515912,0.99766,0.00001836517,0.00004582354,0.001495716,0.0001490474,0.00008124582,0.00007363681,0.0001043544,0.00009815745,0.000003390046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985529,0.0007618655,0.00009179713,0.00002249633,0.000002211753,0.00001095198,0.00007503961,0.000002490001,0.0004801528],"genre_scores_gemma":[0.9995197,0.0001660862,0.0001164469,0.00001678805,0.00001153669,0.000007161684,0.0001167316,9.63478e-7,0.00004452105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001602156,"threshold_uncertainty_score":0.005376577,"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."}}