{"id":"W4229004230","doi":"10.1097/qai.0000000000003016","title":"Associative Prediction of Carotid Artery Plaques Based on Ultrasound Strain Imaging and Cardiovascular Risk Factors in People Living With HIV and Age-Matched Control Subjects of the CHACS Cohort","year":2022,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Logistic regression; Receiver operating characteristic; Cohort; Internal medicine; Cardiology; Ultrasound; Carotid arteries; Population; Cohort study; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00135506,0.0003940244,0.0003144589,0.0009951864,0.0004717307,0.0007167165,0.0002594252,0.0004186434,0.0008560124],"category_scores_gemma":[0.003192999,0.0002478805,0.0003775207,0.0004352338,0.0003272453,0.0003142228,0.000389431,0.0004916755,0.0001281033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003778735,"about_ca_system_score_gemma":0.0004426759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02427105,"about_ca_topic_score_gemma":0.02065062,"domain_scores_codex":[0.9996604,0.00009196469,0.0000234228,0.0000857027,0.00008023109,0.00005833268],"domain_scores_gemma":[0.9989839,0.0003953098,0.0001976994,0.0001370741,0.0001521294,0.0001339131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002213604,0.00002777632,0.9984761,0.000002369891,0.00004901683,0.00003062026,0.00005318591,0.00009093212,0.0001773292,0.000008365303,0.00002439661,0.0008385912],"study_design_scores_gemma":[0.0000143765,0.0001086753,0.9970255,0.000003457219,0.00004756539,0.00009233552,0.0001596623,0.002374143,0.0000905015,0.00003277394,0.00004691861,0.000004058011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998133,0.00002078812,0.00005276373,0.000005053542,0.000001169931,0.000004672296,0.00003933768,0.000001127838,0.00006187742],"genre_scores_gemma":[0.9997199,0.0000180465,0.00007379489,0.000003454858,0.000002829665,0.000004321593,0.0001300949,7.805489e-7,0.00004672223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02427105,"threshold_uncertainty_score":0.04825956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007367731034411787,"score_gpt":0.2222319839809594,"score_spread":0.2148642529465476,"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."}}