{"id":"W4393024494","doi":"10.1017/gmh.2024.27.pr2","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 — R0/PR2","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":"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; Cross-sectional study; Gender studies; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00491359,0.00042436,0.0009419256,0.0005030703,0.001318822,0.0005627336,0.0002192107,0.0005728374,0.001325447],"category_scores_gemma":[0.000152655,0.0003407531,0.0001210239,0.0005302398,0.0005657109,0.0004481702,0.0001508891,0.0007210008,0.000005174829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517449,"about_ca_system_score_gemma":0.0003877018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08807478,"about_ca_topic_score_gemma":0.5180162,"domain_scores_codex":[0.9960321,0.0009597603,0.0007702176,0.0009066064,0.0006588407,0.0006724454],"domain_scores_gemma":[0.9985828,0.0005597205,0.0002295599,0.0001454744,0.0001232384,0.0003592464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002260631,0.00003843959,0.9150405,0.0001977967,0.0001531189,6.317246e-7,0.009248265,1.920146e-8,3.22838e-8,0.00006082065,0.07301677,0.002241319],"study_design_scores_gemma":[0.0004600357,0.00004189053,0.9087891,0.00008584846,0.00003151235,9.856165e-7,0.001311171,6.155204e-7,9.593785e-8,0.0003476329,0.08855613,0.0003750137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8347557,0.007455453,0.00001696619,0.114363,0.003051349,0.002622834,0.02464139,0.0003235475,0.01276978],"genre_scores_gemma":[0.8580865,0.03811726,0.00008358817,0.002456702,0.000383869,0.0001785322,0.01818022,0.00008222343,0.08243105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4299414,"threshold_uncertainty_score":0.9999813,"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."}}