{"id":"W4393024522","doi":"10.1017/gmh.2024.27.pr5","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 — R1/PR5","year":2023,"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":"Women's College Hospital; United Nations University Institute for Water, Environment, and Health; University of Toronto","funders":"Canada Research Chairs; International Development Research Centre","keywords":"Transgender; Lesbian; Queer; Mental health; Gender studies; Psychology; Medicine; Psychiatry; 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":[0.008165558,0.001221319,0.002107557,0.002374938,0.001778141,0.003375656,0.006875766,0.007578955,0.06818233],"category_scores_gemma":[0.05234844,0.00107502,0.003943177,0.003846903,0.0007718862,0.003864935,0.003197102,0.004135876,0.02724464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00225761,"about_ca_system_score_gemma":0.01711256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08537501,"about_ca_topic_score_gemma":0.08078157,"domain_scores_codex":[0.994273,0.002088817,0.001668452,0.0004107836,0.0009679109,0.0005910365],"domain_scores_gemma":[0.9552232,0.00717472,0.005180001,0.002083888,0.02453226,0.005805892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002989528,0.0004659494,0.03276474,0.01208969,0.0005432787,0.0001159422,0.0002466425,0.000128746,0.0003952621,0.0002790365,0.9102629,0.04240886],"study_design_scores_gemma":[0.005632902,0.001091726,0.4324167,0.08706748,0.002544045,0.0003398223,0.004827728,0.001241539,0.001435015,0.002056696,0.4608868,0.0004595431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.0310432,0.01221262,0.003168095,0.193295,0.02535405,0.0287682,0.6309794,0.002249951,0.07292959],"genre_scores_gemma":[0.1717183,0.03433933,0.06212247,0.2872687,0.01377406,0.09623146,0.2345789,0.0009218481,0.09904502],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08537501,"threshold_uncertainty_score":0.2280926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2345127923169484,"score_gpt":0.4382370994310549,"score_spread":0.2037243071141065,"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."}}