{"id":"W1979525590","doi":"10.1097/qai.0b013e3182976891","title":"HIV-1 Disease Progression During Highly Active Antiretroviral Therapy","year":2013,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; AIDS Vancouver; University of British Columbia","funders":"Canadian Institutes of Health Research; National Institute on Drug Abuse; U.S. President’s Emergency Plan for AIDS Relief","keywords":"Viral load; Medicine; Covariate; Population; Internal medicine; Multivariate statistics; Multivariate analysis; Antiretroviral treatment; Antiretroviral therapy; Disease; Immunology; Human immunodeficiency virus (HIV); Demography; Statistics; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002378037,0.0003187635,0.000276632,0.0004606966,0.0003444065,0.0007507542,0.0006723467,0.0003036034,0.0009501383],"category_scores_gemma":[0.008423613,0.0002156309,0.0003659176,0.0006410253,0.0003879259,0.0004028735,0.0004600548,0.0007911484,0.0001113934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002945537,"about_ca_system_score_gemma":0.002948057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2586986,"about_ca_topic_score_gemma":0.2495103,"domain_scores_codex":[0.9991671,0.000302313,0.00004391425,0.0001629042,0.0001949781,0.0001288192],"domain_scores_gemma":[0.9964182,0.001670003,0.001187775,0.0001537952,0.0003996737,0.0001704317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002224115,0.00005706954,0.9242468,0.00007397153,0.0001787475,0.00007205561,0.0001695544,0.05887592,0.0002740252,0.0006578079,0.0004976348,0.01467401],"study_design_scores_gemma":[0.00002176043,0.000170364,0.8070253,0.00008210898,0.0001190418,0.0001760413,0.0001754768,0.1893704,0.0005180379,0.00135045,0.000968607,0.00002247028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884818,0.0005183878,0.007120085,0.0002978629,0.000008146826,0.00008439238,0.001648379,0.00004947942,0.001791599],"genre_scores_gemma":[0.9976223,0.0001550417,0.001195066,0.000021163,0.000004869286,0.00001998001,0.0006540663,0.000003174966,0.0003243625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2586986,"threshold_uncertainty_score":0.5143856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306785749170829,"score_gpt":0.2662193096511953,"score_spread":0.253151452159487,"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."}}