{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001599344,0.00003596897,0.0001271677,0.00007162733,0.00005333245,0.000008546279,0.00005950351,0.00003032465,0.0001872204],"category_scores_gemma":[0.0002331332,0.00002830057,0.00005913347,0.00002940143,0.0001145616,0.0001015534,0.00002496618,0.00005612745,0.000003900351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003696643,"about_ca_system_score_gemma":0.00002032853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002509601,"about_ca_topic_score_gemma":0.00000393674,"domain_scores_codex":[0.9995956,0.0000198374,0.0001247402,0.00006282909,0.0001225111,0.00007442306],"domain_scores_gemma":[0.9995391,0.00002092557,0.00008239597,0.0002185678,0.00009639869,0.00004256222],"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":[0.00008726576,0.0000853657,0.4203869,0.00004571036,0.00004746819,8.920393e-7,0.0001016554,6.854228e-8,0.01815471,0.001046543,0.0006608988,0.5593825],"study_design_scores_gemma":[0.001521255,0.009196171,0.9080327,0.0001750208,0.00001688883,0.000003063611,0.00004983401,0.00008879368,0.08024341,0.00013349,0.0005061474,0.0000332861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866523,0.001171046,0.00004700982,0.0001288771,0.00001595774,0.00009505014,0.00002224724,0.000004194529,0.01186331],"genre_scores_gemma":[0.9975885,0.001524617,0.0002001781,0.00001351721,0.0000341113,0.000002767575,0.00000855141,0.000004414131,0.000623398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5593492,"threshold_uncertainty_score":0.2049932,"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."}}