{"id":"W2767270400","doi":"10.1097/qad.0000000000001671","title":"Benefits and risks of rapid initiation of antiretroviral therapy","year":2017,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":294,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Research Foundation; Wellcome Trust; World Health Organization","keywords":"Relative risk; Medicine; Confidence interval; Observational study; Antiretroviral therapy; Randomized controlled trial; Meta-analysis; Internal medicine; Human immunodeficiency virus (HIV); Viral load; 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":[0.02649395,0.001092283,0.003969105,0.002091833,0.0003478448,0.002973645,0.001099518,0.002739426,0.005201198],"category_scores_gemma":[0.09652481,0.0008869903,0.008712665,0.001613455,0.001455176,0.002274475,0.001570403,0.004918539,0.0003174416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557469,"about_ca_system_score_gemma":0.002048521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001393703,"about_ca_topic_score_gemma":0.001566525,"domain_scores_codex":[0.9656699,0.02306983,0.004805073,0.001803512,0.004037679,0.0006140178],"domain_scores_gemma":[0.8565999,0.1185713,0.02019563,0.001803208,0.001960222,0.0008698229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04036353,0.000452358,0.03987246,0.2986155,0.1905161,0.0006355405,0.0006142052,0.006574659,0.0007194616,0.01379874,0.01032258,0.3975149],"study_design_scores_gemma":[0.02989772,0.00909425,0.09034511,0.255006,0.4578073,0.002913629,0.00077013,0.005212243,0.002004212,0.08396084,0.06252917,0.0004593245],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01330505,0.9755235,0.0009633956,0.005926231,0.0006544599,0.0001379934,0.0006274816,0.00002025151,0.002841556],"genre_scores_gemma":[0.5155634,0.4666733,0.003697879,0.007684758,0.004407894,0.0006787605,0.0006124956,0.00004116761,0.0006403418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02649395,"threshold_uncertainty_score":0.1401151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209874229035024,"score_gpt":0.4049527776556674,"score_spread":0.283965354752165,"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."}}