{"id":"W4307240467","doi":"10.1371/journal.pone.0275771","title":"Work-related stressors and mental health among LGBTQ workers: Results from a cross-sectional survey","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Lesbian; Psychology; Sexual orientation; Social support; Population; Transgender; Gerontology; Marital status; Medicine; Demography; Environmental health; Social psychology; Psychiatry; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007065022,0.0003140967,0.0002327551,0.000952473,0.001812165,0.0008661614,0.0007320159,0.0004658681,0.001486382],"category_scores_gemma":[0.001449223,0.0003241619,0.000467151,0.001857283,0.0004636631,0.0003675332,0.0008675287,0.0006450791,0.0003891532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004118927,"about_ca_system_score_gemma":0.00528669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9041382,"about_ca_topic_score_gemma":0.9478521,"domain_scores_codex":[0.999541,0.00005448078,0.00004273359,0.00005804755,0.0001580355,0.0001456271],"domain_scores_gemma":[0.9987019,0.0000734874,0.0003268492,0.00006194519,0.0004891693,0.0003466481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001187122,0.00002797515,0.9982629,0.00001558721,0.00001462507,0.00001715549,0.0005535391,0.000008552501,0.00007274938,0.000003603597,0.0002101148,0.0008012509],"study_design_scores_gemma":[0.000001376418,0.00001269656,0.9980743,0.00001005735,0.000005337527,0.00001332254,0.001727498,0.00001489879,0.00001012094,0.000001557245,0.0001271932,0.0000017693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957219,0.000159487,0.00004732423,0.0001089263,0.000005523281,0.0000738706,0.003179998,0.000004170078,0.0006986948],"genre_scores_gemma":[0.9962906,0.00037397,0.0001397976,0.0001662335,0.000006215595,0.00007851508,0.002356421,0.000002931694,0.0005854284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9041382,"threshold_uncertainty_score":0.1928526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045972317517903,"score_gpt":0.353543213171681,"score_spread":0.2489459814198907,"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."}}