{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009507776,0.0008020503,0.001326728,0.002828091,0.0008594093,0.002675953,0.001383855,0.0009981637,0.1093323],"category_scores_gemma":[0.04408064,0.0006563744,0.001259799,0.005268616,0.0002171917,0.001559416,0.002524589,0.001857027,0.02202679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007891791,"about_ca_system_score_gemma":0.007244003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008197089,"about_ca_topic_score_gemma":0.01240428,"domain_scores_codex":[0.9921504,0.002595988,0.001585957,0.001240631,0.00176472,0.0006623269],"domain_scores_gemma":[0.9640569,0.007532632,0.005748099,0.00850743,0.01028857,0.003866378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00406013,0.0001035767,0.04874826,0.001902668,0.0008845181,0.00007865534,0.0001687453,0.0005429325,0.0007207377,0.003567441,0.8708562,0.06836621],"study_design_scores_gemma":[0.003230343,0.000346233,0.1212374,0.002007733,0.0008110025,0.000536119,0.0001267713,0.001653938,0.0007144152,0.004439051,0.8647592,0.0001377436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00604656,0.0009637085,0.009029252,0.001244411,0.0005557791,0.003950404,0.9492,0.00168172,0.02732811],"genre_scores_gemma":[0.04161039,0.001826482,0.02493567,0.00279922,0.0009595598,0.0134746,0.893863,0.002101255,0.01842991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1093323,"threshold_uncertainty_score":0.365753,"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."}}