{"id":"W2124248661","doi":"10.1093/ije/dyt010","title":"Cohort Profile: Antiretroviral Therapy Cohort Collaboration (ART-CC)","year":2013,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institute of Allergy and Infectious Diseases; Medical Research Council; Canadian Institutes of Health Research; Institut National de la Santé et de la Recherche Médicale; Office of Research and Development; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Gilead Sciences; Styrelsen för Internationellt Utvecklingssamarbete; Michael Smith Health Research BC; ViiV Healthcare; GlaxoSmithKline; Pfizer; Bristol-Myers Squibb; U.S. Department of Veterans Affairs","keywords":"Cohort; Medicine; Viral load; Regimen; Cohort study; Internal medicine; Demography; Immunology; Human immunodeficiency virus (HIV)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002102687,0.0001339308,0.0005281747,0.0003869888,0.00004450554,0.00003103749,0.0003152188,0.0001313034,0.004225854],"category_scores_gemma":[0.00529636,0.00009745378,0.000303273,0.0001594122,0.0001881493,0.0003994287,0.00004142485,0.0004380936,0.0006195295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902729,"about_ca_system_score_gemma":0.000254839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001290501,"about_ca_topic_score_gemma":0.000008214292,"domain_scores_codex":[0.9974699,0.0004702648,0.001113042,0.0001851992,0.0004673336,0.0002942866],"domain_scores_gemma":[0.9960165,0.0005423403,0.0005720346,0.0001738811,0.002444256,0.0002510067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002354711,0.0003959375,0.5898312,0.000005126832,0.0006465293,0.00004295089,0.00002537357,0.000002386756,0.003178784,0.00124583,0.3813244,0.02306602],"study_design_scores_gemma":[0.005667133,0.008427393,0.8503811,0.0002142742,0.00006404555,0.001177252,0.0001234373,0.002386395,0.001260736,0.002870071,0.1272555,0.00017268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442481,0.001051864,0.004490617,0.02698351,0.001054282,0.0007024406,0.00003248952,0.00002451977,0.02141212],"genre_scores_gemma":[0.9691802,0.001562593,0.004102929,0.002371583,0.001323188,0.00005730611,0.0001610039,0.00002174933,0.02121941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2605499,"threshold_uncertainty_score":0.9966844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062302218533644,"score_gpt":0.406309205118592,"score_spread":0.3656861829332556,"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."}}