{"id":"W4306649388","doi":"10.1016/j.jcin.2022.09.023","title":"Automated Artificial Intelligence–Guided Diagnosis of Plaque Erosion","year":2022,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Erosion; Computer science; Artificial intelligence; Geology","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":[0.0009399175,0.0004641157,0.001068501,0.001168229,0.0005717632,0.001616554,0.0008645423,0.006035862,0.002067335],"category_scores_gemma":[0.00906943,0.0002937874,0.0008811358,0.00037257,0.0007449023,0.0006725858,0.0003181229,0.00590249,0.002747723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007202742,"about_ca_system_score_gemma":0.0005407901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001853972,"about_ca_topic_score_gemma":0.003229674,"domain_scores_codex":[0.9993357,0.0002390913,0.00008519481,0.00007347347,0.0001977813,0.00006877777],"domain_scores_gemma":[0.9962424,0.002561946,0.0001345691,0.0001621162,0.0007280518,0.0001709873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001860245,0.000504621,0.05222219,0.0004232538,0.0002780474,0.0311101,0.0002395684,0.003619859,0.01083768,0.005555904,0.4227718,0.4705768],"study_design_scores_gemma":[0.001526265,0.001679055,0.07072261,0.001631615,0.0009016309,0.1360514,0.00106347,0.1905752,0.01929428,0.09347085,0.4828088,0.0002747719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06995201,0.02536008,0.03722281,0.7882857,0.02033981,0.0002221894,0.0008743997,0.001592109,0.05615087],"genre_scores_gemma":[0.6100346,0.01115705,0.0490644,0.2537452,0.05864063,0.0001606133,0.001126962,0.0002348471,0.01583559],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006035862,"threshold_uncertainty_score":0.006915927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07598157805314111,"score_gpt":0.3246132351210366,"score_spread":0.2486316570678955,"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."}}