{"id":"W4402434964","doi":"10.1016/j.jcmg.2024.07.021","title":"Predictors for Vulnerable Plaque in Functionally Significant Lesions","year":2024,"lang":"en","type":"article","venue":"JACC. Cardiovascular imaging","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"HeartFlow; Ministry of Food and Drug Safety","keywords":"Vulnerable plaque; Medicine; Pathology","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":[0.000686346,0.0006681656,0.0003641741,0.001157485,0.0003518915,0.0005772653,0.0002972984,0.0006229138,0.002090014],"category_scores_gemma":[0.002911492,0.0003087264,0.000426431,0.0005119675,0.0004937085,0.000326185,0.000428068,0.0006485145,0.0002761052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293371,"about_ca_system_score_gemma":0.000290467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00062166,"about_ca_topic_score_gemma":0.0006504497,"domain_scores_codex":[0.9997262,0.00007919283,0.00002773112,0.00005284545,0.00005308796,0.00006094482],"domain_scores_gemma":[0.9975776,0.0005685855,0.001217914,0.00009348102,0.0001548124,0.000387634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001277936,0.00001725765,0.9978572,0.000008905106,0.00003260747,0.0002569136,0.00003024952,0.00007506454,0.0003358442,0.0000182198,0.00004550924,0.001194386],"study_design_scores_gemma":[0.000007676419,0.0001092317,0.9970963,0.00001398691,0.00004888952,0.001942241,0.0001004824,0.0003266924,0.0001254132,0.0001098548,0.0001148749,0.000004487653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991282,0.0003808851,0.0001548045,0.00004748979,0.000003936841,0.000005585079,0.0000428527,0.000003412137,0.0002328712],"genre_scores_gemma":[0.9996548,0.00008067188,0.000135308,0.000009869304,0.00001608952,0.000002655527,0.00006142393,0.000001435271,0.00003775293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002090014,"threshold_uncertainty_score":0.006991744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806414622908422,"score_gpt":0.2726283213060222,"score_spread":0.254564175076938,"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."}}