{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01094904,0.0004087517,0.003083994,0.0008453142,0.0002590505,0.0001092499,0.0002419107,0.0002308532,0.0004542373],"category_scores_gemma":[0.004502015,0.0003031874,0.0005163458,0.000762455,0.0001924836,0.0001599224,0.0001472428,0.0008460726,0.0005183292],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488282,"about_ca_system_score_gemma":0.02389101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156293,"about_ca_topic_score_gemma":0.0004014105,"domain_scores_codex":[0.9925557,0.003485746,0.001409393,0.0006382744,0.0007597535,0.001151123],"domain_scores_gemma":[0.9942754,0.0008666237,0.000605856,0.0006725985,0.0003376812,0.003241865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000318871,0.0001414627,0.000006294898,0.04870421,0.00009444582,0.000003046348,0.00104018,7.770039e-10,9.854255e-10,0.0008969376,0.3081819,0.6409284],"study_design_scores_gemma":[0.0003453013,0.001437302,0.00001647395,0.02091182,0.00006048642,0.0001171895,0.001657398,0.00001552087,4.919525e-9,0.0000487691,0.975201,0.0001887391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.489255e-7,0.9705163,0.001403852,0.02034761,0.00005624725,0.002173766,0.0007083762,0.0001009177,0.004692202],"genre_scores_gemma":[0.000002445434,0.9760086,0.002324515,0.0004730032,0.0002933068,0.0005849441,0.0005787102,0.00007539137,0.01965909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6670191,"threshold_uncertainty_score":0.999942,"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."}}