{"id":"W4414667334","doi":"10.1080/09540121.2025.2562238","title":"Awareness, acceptance, and impact of undetectable equals untransmittable (U = U) among people living with HIV across Canada","year":2025,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Toronto Public Health; Canadian Respiratory Research Network; Yukon University; Toronto Metropolitan University; Durham College; Nine Circles Community Health Centre; University of Manitoba; Yukon Health and Social Services; Mount Royal University; Mount Saint Vincent University; AIDS Committee of Toronto; Women's Health In Women's Hands; Regina General Hospital; Saskatchewan Ministry of Agriculture; University of Toronto; Dalhousie University; Regina Qu'Appelle Health Region","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Stigma (botany); Snowball sampling; Health care; Human immunodeficiency virus (HIV); Indigenous; Multivariate analysis; Public health; Quality of life (healthcare)","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":[0.001123468,0.0001697194,0.0002961959,0.0008002746,0.00366701,0.001814697,0.0006783766,0.0002805237,0.00199224],"category_scores_gemma":[0.004244857,0.0001883332,0.0004316547,0.001432934,0.001237824,0.0006562159,0.001588687,0.001255119,0.00009633152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01459155,"about_ca_system_score_gemma":0.02721767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9862705,"about_ca_topic_score_gemma":0.9883732,"domain_scores_codex":[0.9987061,0.0001514498,0.00005859857,0.00008289454,0.0004403115,0.0005607313],"domain_scores_gemma":[0.9971684,0.0002878459,0.0005411687,0.0000637721,0.0009823018,0.000956425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001024977,0.0001163314,0.9262761,0.0001535321,0.00004862139,0.0002512957,0.03188915,0.00006893057,0.0002668732,0.0004011026,0.001874402,0.03855108],"study_design_scores_gemma":[0.000006126621,0.00005481118,0.9557474,0.0001956915,0.00003455293,0.0001160367,0.04129001,0.0001537627,0.0001127444,0.00009248924,0.002170742,0.00002553007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943964,0.0007238058,0.00006018718,0.0009317865,0.00001557435,0.00004272149,0.0004187046,0.000005092243,0.003405746],"genre_scores_gemma":[0.9986939,0.0005345375,0.00005649743,0.0001457932,0.00000431426,0.00001005499,0.00009935837,0.000001723228,0.0004539036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01459155,"threshold_uncertainty_score":0.1058696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008143163609175651,"score_gpt":0.314199551903719,"score_spread":0.3060563882945433,"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."}}