{"id":"W1516123937","doi":"10.1186/s12879-015-0969-x","title":"Life expectancy of HIV-positive individuals on combination antiretroviral therapy in Canada","year":2015,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa; Simon Fraser University; Ottawa Hospital; University of Toronto; Public Health Ontario; Ontario HIV Treatment Network; AIDS Vancouver","funders":"Lady Davis Institute for Medical Research; Canadian Institutes of Health Research; Memorial University of Newfoundland; University of Waterloo; University of Toronto; Simon Fraser University; University of Ottawa; McGill University; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada; Ontario HIV Treatment Network; McMaster University; Ottawa Hospital Research Institute; Université de Montréal; Cancer Care Ontario; Stryker; Public Health Agency","keywords":"Medical microbiology; Life expectancy; Parasitology; Antiretroviral therapy; Human immunodeficiency virus (HIV); Tropical medicine; Medicine; Virology; Family medicine; Demography; Viral load; Environmental health; Pathology; Population; Sociology","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":[0.0006912114,0.0002722615,0.0003450196,0.001070614,0.001748934,0.0008414159,0.0007872349,0.0003016473,0.001309633],"category_scores_gemma":[0.002495728,0.0001249453,0.0004117444,0.002727743,0.0003921257,0.0003220021,0.0006505346,0.0005612661,0.0001366514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0257815,"about_ca_system_score_gemma":0.02474827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929004,"about_ca_topic_score_gemma":0.9939731,"domain_scores_codex":[0.9994179,0.0000547713,0.00003436134,0.00007798668,0.0002216092,0.0001933935],"domain_scores_gemma":[0.998223,0.0001049682,0.0002871411,0.00003435533,0.0009434482,0.000407077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006714577,0.00002456862,0.9889702,0.00005375778,0.00006581504,0.00006465696,0.0004590735,0.0003312147,0.00007312702,0.0001854864,0.001486628,0.008218374],"study_design_scores_gemma":[0.00001018419,0.0000287381,0.9964529,0.00005797344,0.00004720584,0.00007304546,0.0004850826,0.0007592431,0.00005727169,0.0001097769,0.001905521,0.00001292324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772674,0.003409437,0.0002630102,0.0010839,0.00002185053,0.00005986279,0.01292026,0.00001523616,0.004959001],"genre_scores_gemma":[0.9958429,0.0009549911,0.0002281262,0.0001333433,0.000006247197,0.00001482392,0.002376379,0.000002826902,0.0004404232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0257815,"threshold_uncertainty_score":0.1870588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02606273543531216,"score_gpt":0.3029732648419991,"score_spread":0.2769105294066869,"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."}}