{"id":"W2911352204","doi":"10.1111/add.14566","title":"Patterns of social determinants of health associated with drug use among women living with HIV in Canada: a latent class analysis","year":2019,"lang":"en","type":"article","venue":"Addiction","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; British Columbia Centre on Substance Use; Public Health Ontario; University of British Columbia; St. Paul's Hospital; Women's College Hospital; University of Toronto; Simon Fraser University; AIDS Vancouver; Western University","funders":"National Institute on Drug Abuse; Canadian HIV Trials Network, Canadian Institutes of Health Research; Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Social determinants of health; Medicine; Syndemic; Demography; Stigma (botany); Sexual minority; Latent class model; Social stigma; Gerontology; Psychology; Public health; Social psychology; Psychiatry; Human immunodeficiency virus (HIV); Sociology; Sexual orientation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003381375,0.0000741282,0.0004018685,0.0002791226,0.00003223824,0.000005439598,0.00004063928,0.00002865906,0.0002419848],"category_scores_gemma":[0.00006362544,0.00005706571,0.00006011942,0.0005519725,0.00002117818,0.0001160105,0.00001597528,0.0001424207,0.000001000952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000930661,"about_ca_system_score_gemma":0.0006123587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7176203,"about_ca_topic_score_gemma":0.9590942,"domain_scores_codex":[0.9987622,0.0001459382,0.0003315535,0.0001379473,0.0003678484,0.000254508],"domain_scores_gemma":[0.9993268,0.00006772619,0.0002688489,0.000117216,0.0001342019,0.0000852478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006539845,0.0001408794,0.9961094,0.00006246204,0.0004910075,0.000005309412,0.001368634,0.00004349647,0.00003925106,0.000001203455,0.0004179333,0.001254995],"study_design_scores_gemma":[0.0007600725,0.0008052716,0.9905347,0.0007317622,0.0001003755,7.869705e-7,0.001483954,0.005452941,0.00006869876,1.855582e-7,0.00001314033,0.00004812697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994386,0.000008662218,0.00006041136,0.00007240116,0.000008443051,0.0002210995,0.000105295,0.000006987532,0.00007810447],"genre_scores_gemma":[0.9967471,0.000008342464,0.000007297854,0.00001625334,0.000006085141,0.00001961056,0.00006390933,0.000009812783,0.003121579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.241474,"threshold_uncertainty_score":0.2842602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417356277792462,"score_gpt":0.2709772408667491,"score_spread":0.2568036780888244,"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."}}