{"id":"W4282964399","doi":"10.1016/j.jcmg.2022.04.005","title":"Identifying High-Risk Nonstenotic Carotid Artery Disease","year":2022,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Carotid arteries; Cardiology; Medicine; 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":[0.001472168,0.0006948211,0.001149316,0.00147208,0.002960308,0.002215772,0.00111084,0.02437704,0.007623341],"category_scores_gemma":[0.01081006,0.0005889149,0.00080147,0.0007243489,0.001104589,0.00153732,0.0007122929,0.01596774,0.008121627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002213646,"about_ca_system_score_gemma":0.002730163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008157861,"about_ca_topic_score_gemma":0.02025307,"domain_scores_codex":[0.9984545,0.0004407595,0.0002176665,0.0001617952,0.0004696106,0.0002557055],"domain_scores_gemma":[0.9951223,0.002368467,0.0001984093,0.0001544477,0.00107933,0.001077109],"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":[0.00009617729,0.0001123182,0.008499415,0.000057186,0.00002567063,0.009504633,0.00009557811,0.00008958437,0.0006541827,0.001422286,0.946095,0.03334795],"study_design_scores_gemma":[0.0005439682,0.0004235712,0.03043687,0.001197961,0.000192743,0.04719023,0.001328219,0.00384548,0.001374569,0.02720111,0.8861153,0.0001500367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003503294,0.002357787,0.0002764318,0.9497162,0.01937745,0.00005478432,0.0001936513,0.00008188438,0.02443856],"genre_scores_gemma":[0.02818081,0.003131628,0.0008954883,0.8404332,0.1109972,0.00009104831,0.0002235178,0.00006316899,0.01598383],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02437704,"threshold_uncertainty_score":0.02550262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111787680794685,"score_gpt":0.2210453471739532,"score_spread":0.2098665790944848,"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."}}