{"id":"W4387526312","doi":"10.1016/j.jcmg.2023.09.005","title":"Carotid Plaque-RADS","year":2023,"lang":"en","type":"article","venue":"JACC. Cardiovascular imaging","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"American Society of Neuroradiology; American Heart Association","keywords":"Medicine; Vulnerable plaque; Radiology; Carotid arteries; Modalities; Magnetic resonance imaging; Stroke (engine); Stenosis; Medical physics; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009971581,0.001016982,0.001079091,0.005283847,0.001219211,0.002824177,0.000677869,0.001484315,0.06477211],"category_scores_gemma":[0.001871965,0.0004622848,0.001246198,0.002069468,0.0004608136,0.0008065896,0.0009379145,0.001688218,0.03875197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006755712,"about_ca_system_score_gemma":0.0009896938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003112264,"about_ca_topic_score_gemma":0.005949927,"domain_scores_codex":[0.9993782,0.00007533506,0.00007308942,0.0001396812,0.0002259799,0.0001077208],"domain_scores_gemma":[0.9992662,0.00006369057,0.0001131015,0.0001247862,0.0003187518,0.0001134744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001698152,0.0004397852,0.1776477,0.00127669,0.0009644442,0.003826254,0.0002241822,0.0004937034,0.005937877,0.009312559,0.399792,0.3983865],"study_design_scores_gemma":[0.0003850448,0.0004286266,0.3609697,0.001281894,0.001194289,0.02502408,0.0003107429,0.001491791,0.00465546,0.01234173,0.5917318,0.0001848577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.08576803,0.02702085,0.007518281,0.005068315,0.003792595,0.0009193897,0.03164579,0.002429172,0.8358377],"genre_scores_gemma":[0.5069625,0.02203318,0.01173334,0.006536179,0.009278287,0.000877378,0.05736636,0.0009153917,0.3842974],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06477211,"threshold_uncertainty_score":0.2166843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121658444332063,"score_gpt":0.2433050588445789,"score_spread":0.2311392144113726,"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."}}