{"id":"W4393058807","doi":"10.1017/gmh.2024.27.pr8","title":"Recommendation: Associations between water insecurity and mental health outcomes among lesbian, gay, bisexual, transgender and queer persons in Bangkok, Thailand and Mumbai, India: Cross-sectional survey findings — R2/PR8","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"United Nations University Institute for Water, Environment, and Health; Women's College Hospital; University of Toronto","funders":"Canada Research Chairs; International Development Research Centre","keywords":"Transgender; Lesbian; Queer; Mental health; Gender studies; Cross-sectional study; Homosexuality; Psychology; Sociology; Medicine; Psychiatry","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":[0.008419125,0.001319222,0.002173544,0.002429912,0.001722279,0.003421831,0.006948585,0.007990719,0.07075854],"category_scores_gemma":[0.05376473,0.001129293,0.003999264,0.003990237,0.000782382,0.003830003,0.003142472,0.004272721,0.02965049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002217754,"about_ca_system_score_gemma":0.01710055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08156063,"about_ca_topic_score_gemma":0.07498246,"domain_scores_codex":[0.9941638,0.002143053,0.001647438,0.0004218317,0.001028879,0.0005948876],"domain_scores_gemma":[0.9518129,0.007794689,0.005256926,0.002278033,0.02695088,0.005906508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000312575,0.000446522,0.02842171,0.01150538,0.0005541565,0.0001161904,0.0002182742,0.0001271337,0.000401395,0.0002630997,0.9190667,0.03856676],"study_design_scores_gemma":[0.006537403,0.001087981,0.4133147,0.08776332,0.002775966,0.0003535657,0.004645247,0.001301989,0.001518674,0.002190204,0.4780368,0.0004742026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.02830671,0.01107519,0.0031795,0.1862117,0.02614143,0.02956392,0.6383402,0.00244199,0.07473928],"genre_scores_gemma":[0.1589719,0.03185716,0.06098413,0.2859385,0.01449265,0.1039274,0.2375731,0.001007087,0.105248],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08156063,"threshold_uncertainty_score":0.2367109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1946257980651411,"score_gpt":0.4330040306307874,"score_spread":0.2383782325656462,"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."}}