{"id":"W2116026933","doi":"10.1186/s12889-015-2197-0","title":"Stigma, HIV and health: a qualitative synthesis","year":2015,"lang":"en","type":"review","venue":"BMC Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":423,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; McMaster University; Ontario HIV Treatment Network; Institute for Work & Health; Centre for Addiction and Mental Health; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; McMaster University; Ontario HIV Treatment Network; Queen's University; Wilfrid Laurier University; University of Windsor","keywords":"Stigma (botany); Qualitative research; Thematic analysis; Medicine; Public health; Health care; Social stigma; Context (archaeology); Human immunodeficiency virus (HIV); Psychiatry; Nursing; Family medicine; Sociology","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":[0.05319392,0.001096385,0.002334669,0.008281641,0.007530376,0.006584215,0.002592024,0.002885383,0.006486345],"category_scores_gemma":[0.05884142,0.0009920341,0.002206835,0.01287492,0.005871378,0.005763934,0.009204233,0.00280553,0.0004955541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01767358,"about_ca_system_score_gemma":0.02470048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106102,"about_ca_topic_score_gemma":0.01805383,"domain_scores_codex":[0.9678508,0.02561563,0.001973249,0.0008998135,0.002226676,0.001433723],"domain_scores_gemma":[0.9362316,0.05496796,0.001868674,0.001095628,0.005134467,0.0007016397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001622038,0.00005709804,0.001052629,0.04261409,0.0001510058,0.0011992,0.8738689,0.0005043478,0.0007863094,0.02174635,0.006449812,0.05140794],"study_design_scores_gemma":[0.00006783993,0.0001170005,0.001210197,0.07365431,0.0002792038,0.0004325944,0.8032334,0.0002889868,0.0008078792,0.01077729,0.1090701,0.00006123434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3627545,0.3222957,0.08640464,0.07117794,0.005607009,0.04491907,0.01890004,0.0002432163,0.0876979],"genre_scores_gemma":[0.6563669,0.1923964,0.06290776,0.01416624,0.0004802423,0.05794143,0.002600549,0.0002299582,0.01291048],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05319392,"threshold_uncertainty_score":0.2813197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4579123970835965,"score_gpt":0.562730774879888,"score_spread":0.1048183777962914,"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."}}