{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003044336,0.0001977808,0.0005432957,0.0002665707,0.00003586416,0.000006972537,0.00008533959,0.0000643156,0.00009859763],"category_scores_gemma":[0.00001198631,0.0001328511,0.0001632864,0.0004567692,0.0001079382,0.0001257151,0.00001517763,0.00008275339,0.000009186603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006361253,"about_ca_system_score_gemma":0.00007093923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246244,"about_ca_topic_score_gemma":0.0002204165,"domain_scores_codex":[0.9987407,0.00006368844,0.0004046987,0.0002532174,0.000320009,0.0002177259],"domain_scores_gemma":[0.9994017,0.00003225473,0.0001611002,0.0002642718,0.0001071032,0.00003350671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00156453,0.001786296,0.9602658,0.000004927366,0.0005139638,0.00001564946,0.0007782237,2.546483e-7,0.005631871,0.00002002989,0.00003221694,0.02938625],"study_design_scores_gemma":[0.005040024,0.006711294,0.9802989,0.00005269114,0.00002616827,0.000002995922,0.00005315886,0.00003349946,0.007581927,0.00007873783,0.00000743781,0.0001131663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998253,0.0002029221,0.00001388895,0.00003841035,0.00004880775,0.001084507,0.000004790807,0.0000213447,0.0003323046],"genre_scores_gemma":[0.9992294,0.0002012736,0.0002017816,0.000007894491,0.00006606448,0.00001797499,0.00002352184,0.00002087737,0.0002312497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02927309,"threshold_uncertainty_score":0.541751,"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."}}