{"id":"W2924936460","doi":"10.1136/bmjgh-2018-001285","title":"‘Management of a spoiled identity’: systematic review of interventions to address self-stigma among people living with and affected by HIV","year":2019,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Stigma (botany); Medicine; Tanzania; Public health; Environmental health; Social stigma; Gerontology; Human immunodeficiency virus (HIV); Psychiatry; Family medicine; Nursing; Socioeconomics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002026681,0.0003697941,0.004314487,0.000255208,0.00006730031,0.00002813599,0.0003454189,0.0001030073,0.0001212673],"category_scores_gemma":[0.0004830991,0.0002674947,0.0008843824,0.001343588,0.00005506204,0.0001238195,0.000309298,0.0002471229,0.0000634469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005229034,"about_ca_system_score_gemma":0.0005240569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004428697,"about_ca_topic_score_gemma":0.0003982152,"domain_scores_codex":[0.9952002,0.0009319566,0.002121537,0.0004604404,0.0008267176,0.0004591201],"domain_scores_gemma":[0.9967984,0.0001343891,0.00140501,0.0008348554,0.0003224094,0.0005049182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007941174,0.0004714475,0.0001479281,0.9646051,0.0009884075,0.000008633997,0.00003986403,3.145013e-8,1.202382e-8,0.0002600958,0.02098415,0.01248636],"study_design_scores_gemma":[0.0003870653,0.001931636,0.0009160815,0.989459,0.004155163,0.00009765304,0.0001223197,0.000009657861,2.805779e-8,0.000001286887,0.002748168,0.0001719846],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007959489,0.9795506,0.0009111479,0.0001198447,0.00004287055,0.01725778,0.0007734927,0.00004687434,0.00121779],"genre_scores_gemma":[0.0002064758,0.995308,0.000519187,0.00004251747,0.00001882195,0.00100864,0.000255387,0.00003468739,0.002606249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02485383,"threshold_uncertainty_score":0.9999777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04229154991595988,"score_gpt":0.4565668331526313,"score_spread":0.4142752832366714,"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."}}