{"id":"W2909866007","doi":"10.3851/imp3287","title":"Impact of three Decades of Antiretroviral Therapy in a Longitudinal Population Cohort Study","year":2018,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pill; Regimen; Population; Efavirenz; Viral load; Cohort study; Mortality rate; Internal medicine; Cohort; Antiretroviral therapy; Human immunodeficiency virus (HIV); Immunology; Pharmacology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004009198,0.0003516296,0.0003660721,0.0008927312,0.001342664,0.001367913,0.0007837292,0.0009815051,0.001372586],"category_scores_gemma":[0.004277,0.0003262734,0.001101106,0.001550224,0.0003984132,0.0007017279,0.001114847,0.001362196,0.0003439627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790108,"about_ca_system_score_gemma":0.00260107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1752046,"about_ca_topic_score_gemma":0.2175455,"domain_scores_codex":[0.9983723,0.0005056166,0.00009337605,0.0002996338,0.0002716858,0.0004573555],"domain_scores_gemma":[0.9958851,0.0003838523,0.001289165,0.0005560101,0.000775109,0.001110764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006813225,0.00002577492,0.9987097,0.000002939382,0.0001080797,0.00004178969,0.0000861278,0.00002504197,0.00003407599,0.00002622575,0.0002520198,0.0006201729],"study_design_scores_gemma":[0.000005500298,0.00004902068,0.9990202,0.000009380777,0.00005907144,0.00005811986,0.0002387755,0.0001236158,0.00001107396,0.0000311889,0.0003894559,0.000004577763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944946,0.0007421407,0.0001825172,0.0005985466,0.00005637411,0.00002376844,0.003027097,0.00001099828,0.000863865],"genre_scores_gemma":[0.9965837,0.0003126672,0.0001818828,0.0002957173,0.00003891037,0.00002571176,0.00211037,0.000005470008,0.0004455099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1752046,"threshold_uncertainty_score":0.3483695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03908051172415777,"score_gpt":0.3525158055405722,"score_spread":0.3134352938164144,"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."}}