{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001742875,0.0002846902,0.0002599933,0.0004082756,0.0003582887,0.0008009601,0.0003442582,0.000651172,0.004681472],"category_scores_gemma":[0.007841793,0.000176765,0.0006588675,0.0007760884,0.0003189092,0.0003814934,0.0005495863,0.001189432,0.0002764308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000250807,"about_ca_system_score_gemma":0.0006172165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001819687,"about_ca_topic_score_gemma":0.001742965,"domain_scores_codex":[0.9990884,0.0003716806,0.00009381198,0.0001461411,0.0001438638,0.0001559912],"domain_scores_gemma":[0.9914629,0.002325813,0.004735725,0.0003672436,0.000413219,0.0006951462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001659912,0.00006805025,0.9966054,0.00002614063,0.000134688,0.00004022358,0.00002000391,0.0001217798,0.0001039987,0.00002772272,0.0001103226,0.002575735],"study_design_scores_gemma":[0.00001013225,0.0001484,0.998683,0.00002705749,0.0001413002,0.0001455949,0.00003984399,0.0004184646,0.00007512882,0.00008025178,0.0002264991,0.000004239856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995759,0.001448492,0.0003073484,0.0004793137,0.00003208069,0.00001323697,0.0005398207,0.00001584562,0.001404932],"genre_scores_gemma":[0.9990876,0.0002312506,0.0001238595,0.00005068713,0.00004709158,0.000007556961,0.0002211133,0.000002790633,0.0002282393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004681472,"threshold_uncertainty_score":0.01566106,"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."}}