{"id":"W2804985360","doi":"10.1093/cid/ciy400","title":"Nationwide Cohort Study of Antiretroviral Therapy Timing: Treatment Dropout and Virological Failure in China, 2011–2015","year":2018,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Medicine; Hazard ratio; Proportional hazards model; Confidence interval; Cohort; Internal medicine; Relative risk; Antiretroviral therapy; Cohort study; Viral load; Human immunodeficiency virus (HIV); Immunology","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":[0.001802225,0.0004120749,0.0004092389,0.0008685345,0.0008430732,0.0005109069,0.0007394821,0.0004038939,0.00116017],"category_scores_gemma":[0.002039177,0.000424115,0.0007101687,0.001867699,0.0002994458,0.0004499155,0.0007161897,0.0006333448,0.0001854247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646331,"about_ca_system_score_gemma":0.00273693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1079218,"about_ca_topic_score_gemma":0.1296996,"domain_scores_codex":[0.999136,0.0001431024,0.0001155206,0.0002101474,0.0002020145,0.000193206],"domain_scores_gemma":[0.9982269,0.00007005895,0.0007357771,0.0001860318,0.0004006576,0.0003805011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006289567,0.00002569001,0.998822,0.00001258626,0.00006990885,0.00002453107,0.00006989598,0.00002471501,0.0000470528,0.00001837504,0.0002382762,0.0005839749],"study_design_scores_gemma":[0.000006145913,0.00002740269,0.9995159,0.000006296167,0.00002889709,0.00002457481,0.00007170901,0.0001362726,0.00001435431,0.000009092109,0.0001566792,0.000002606914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959876,0.0003031624,0.0001124188,0.0001015598,0.0000107869,0.00004850589,0.003080047,0.000005681227,0.000350298],"genre_scores_gemma":[0.9970303,0.0001152912,0.00008805827,0.00005923963,0.000009706574,0.00004331453,0.002368483,0.000001987363,0.000283546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1079218,"threshold_uncertainty_score":0.2145873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03636278388648052,"score_gpt":0.3722739506453897,"score_spread":0.3359111667589092,"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."}}