{"id":"W2943008220","doi":"10.1016/j.socscimed.2019.04.044","title":"Adapting stigma mechanism frameworks to explore complex pathways between intersectional stigma and HIV-related health outcomes among women living with HIV in Canada","year":2019,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; McGill University; McGill University Health Centre; Simon Fraser University; University of Toronto; Women's College Hospital","funders":"Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research; Oxford Academic Health Science Centre; Canada Research Chairs; Ontario Ministry of Research and Innovation; Ontario HIV Treatment Network; Innovationsfonden; Public Health Agency of Canada","keywords":"Stigma (botany); Human immunodeficiency virus (HIV); Social support; Social stigma; Coping (psychology); Psychology; Gerontology; Medicine; Clinical psychology; Psychiatry; Social psychology; Family medicine","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":[0.005989637,0.0006759727,0.0005700252,0.002851982,0.006164716,0.004085916,0.002319101,0.0008366466,0.005497556],"category_scores_gemma":[0.01153189,0.0004423572,0.001635019,0.002842894,0.002809414,0.001405146,0.005879243,0.00217409,0.0001442855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06819502,"about_ca_system_score_gemma":0.1292366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.972281,"about_ca_topic_score_gemma":0.983716,"domain_scores_codex":[0.9976718,0.00122988,0.0000900974,0.0001588164,0.0002221948,0.0006272438],"domain_scores_gemma":[0.9953682,0.002282878,0.0004503955,0.000230045,0.001078628,0.0005898168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002440608,0.0004755127,0.6582506,0.0008844369,0.0008766337,0.0005739966,0.06697425,0.01193636,0.0003648054,0.1764349,0.005817514,0.07716703],"study_design_scores_gemma":[0.000287068,0.0001803189,0.5113506,0.003994751,0.002199004,0.0004915671,0.2248415,0.07947648,0.0008301815,0.140122,0.03597444,0.0002520674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481243,0.004013753,0.01075573,0.01258613,0.0001196539,0.0008093275,0.001963619,0.00006811858,0.02155935],"genre_scores_gemma":[0.9894912,0.001045873,0.007025364,0.0002609091,0.000009402517,0.0002503306,0.0002685128,0.00001189847,0.001636384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06819502,"threshold_uncertainty_score":0.4947918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04729897539224785,"score_gpt":0.3304970245081029,"score_spread":0.2831980491158551,"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."}}