{"id":"W4388868483","doi":"10.1097/qai.0000000000003339","title":"Venous Thromboembolism Among People With HIV: Design, Implementation, and Findings of a Centralized Adjudication System in Clinical Care Sites Across the United States","year":2023,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Adjudication; Pulmonary embolism; Viremia; Thrombosis; Venous thrombosis; Cohort; Venous thromboembolism; Medical diagnosis; Internal medicine; Pediatrics; Intensive care medicine; Human immunodeficiency virus (HIV); Emergency medicine; Family 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":[0.04095432,0.0005074423,0.0007298207,0.00232237,0.002067449,0.00222065,0.002310276,0.001116044,0.0010605],"category_scores_gemma":[0.05321439,0.0009761973,0.0006676017,0.003057942,0.002084305,0.001767423,0.004377178,0.001053717,0.0002277076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007067191,"about_ca_system_score_gemma":0.01460009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05673845,"about_ca_topic_score_gemma":0.07911579,"domain_scores_codex":[0.9466808,0.03636917,0.00398943,0.005294131,0.005506844,0.002159537],"domain_scores_gemma":[0.9134527,0.02165582,0.03335956,0.007515952,0.01652726,0.007488703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006726308,0.001147637,0.9820955,0.0001155668,0.00008861617,0.00005944598,0.001712112,0.0002813684,0.0003379161,0.00009722924,0.0004241454,0.01296779],"study_design_scores_gemma":[0.0005877574,0.003583884,0.9900203,0.0001308408,0.0001052029,0.00009378025,0.002504887,0.00196567,0.0003426465,0.0000949,0.0005384728,0.00003166087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929241,0.0002908266,0.001628329,0.0002666112,0.00002184899,0.003568091,0.0006536099,0.00003385575,0.0006126589],"genre_scores_gemma":[0.9867497,0.0001720595,0.007446214,0.0004261216,0.00006288393,0.004298748,0.000666175,0.000006619541,0.0001715338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05673845,"threshold_uncertainty_score":0.2165897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02939271781997404,"score_gpt":0.3542655018373452,"score_spread":0.3248727840173712,"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."}}