{"id":"W2313150989","doi":"10.1097/qad.0000000000000790","title":"Initiation of antiretroviral therapy at high CD4+ cell counts is associated with positive treatment outcomes","year":2015,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Manitoba; University of British Columbia; AIDS Vancouver","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Cart; Medicine; Viral load; Antiretroviral therapy; Internal medicine; Cohort; Retrospective cohort study; Cohort study; Marginal structural model; Immunology; Human immunodeficiency virus (HIV); Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006733659,0.00005886776,0.000147572,0.00005738192,0.00002056478,0.000004711304,0.00002453427,0.00003244533,0.000456818],"category_scores_gemma":[0.00003616997,0.00003721804,0.00005954267,0.00009388934,0.0000334328,0.00004451178,0.000007493666,0.00003556517,0.0001128685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001716144,"about_ca_system_score_gemma":0.00006716607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002315737,"about_ca_topic_score_gemma":0.000008862551,"domain_scores_codex":[0.9994878,0.00003697729,0.00009155718,0.00007356786,0.000210328,0.00009981249],"domain_scores_gemma":[0.9996138,0.00002967505,0.00004331191,0.00009175653,0.000154764,0.00006671602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003282811,0.0009360146,0.9544335,0.000009130281,0.0004522434,0.00002814531,0.001004574,2.444881e-7,0.002287857,0.0001535422,0.03221359,0.008152867],"study_design_scores_gemma":[0.01558252,0.08916235,0.7444656,0.0002014674,0.0002090055,0.00000858264,0.0004062299,0.0001589025,0.144408,0.0001496288,0.005027222,0.0002205002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668768,0.0001055318,0.0000274063,0.0001751073,0.00001943408,0.0001491049,0.000102659,0.00001338228,0.03253058],"genre_scores_gemma":[0.9520853,0.00004296613,0.00006158185,0.0001002018,0.00001517459,0.000007097353,0.0001458027,0.000007739455,0.04753409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2099679,"threshold_uncertainty_score":0.5001837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115729886131426,"score_gpt":0.3306446938845092,"score_spread":0.289487395023195,"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."}}