{"id":"W4393052434","doi":"10.1017/gmh.2024.27.pr9","title":"Decision: 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/PR9","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":"Lesbian; Transgender; Queer; Mental health; Cross-sectional study; Psychology; Homosexuality; Demography; 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"],"consensus_categories":[],"category_scores_codex":[0.004480436,0.0004874603,0.001066181,0.0005603445,0.001070828,0.0008522667,0.0002699119,0.0006766877,0.0006039072],"category_scores_gemma":[0.000143323,0.0003568894,0.0001654224,0.0005205989,0.0007246925,0.0003882727,0.0001952784,0.0008951606,0.000005907734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511188,"about_ca_system_score_gemma":0.000500431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06471045,"about_ca_topic_score_gemma":0.4995791,"domain_scores_codex":[0.9957786,0.0006586882,0.0008087298,0.001056479,0.0009957984,0.0007017402],"domain_scores_gemma":[0.9984735,0.0006375436,0.0001579759,0.0001781854,0.0001169461,0.0004357987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000321939,0.00003874187,0.8768653,0.0002640293,0.000166907,0.000002098865,0.00987751,2.345082e-8,3.701316e-8,0.0001075962,0.1101353,0.002539256],"study_design_scores_gemma":[0.0003733177,0.00004534267,0.8960858,0.0002633135,0.00004975015,0.000002319491,0.0008745716,5.953711e-7,9.346932e-8,0.001087872,0.1008205,0.0003965499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8941122,0.05422996,0.00001357998,0.02978635,0.002344202,0.001452552,0.01323153,0.0001427218,0.004686975],"genre_scores_gemma":[0.9007927,0.02259138,0.00009146824,0.001305343,0.0002518268,0.00007960605,0.0030413,0.00004918388,0.07179719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4348686,"threshold_uncertainty_score":0.9998883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1703877047881808,"score_gpt":0.4311629858589411,"score_spread":0.2607752810707603,"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."}}