{"id":"W3127964405","doi":"10.1371/journal.pone.0246525","title":"Health and well-being of trans and non-binary participants in a community-based survey of gay, bisexual, and queer men, and non-binary and Two-Spirit people across Canada","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre; BC Centre for Disease Control; University of Victoria","funders":"Health Canada; Michael Smith Health Research BC; Canadian Blood Services; Public Health Agency; Australian Government; Public Health Agency of Canada","keywords":"Transgender; Queer; Lesbian; Mental health; Psychology; Sexual identity; Transphobia; Sexual orientation; Demography; Sexual minority; Population; Reproductive health; Gerontology; Medicine; Social psychology; Gender studies; Human sexuality; Sociology; Psychiatry","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":[0.0005326734,0.0002062161,0.0003231496,0.0007818535,0.00235789,0.001128209,0.0005822598,0.0002913831,0.00101953],"category_scores_gemma":[0.001124891,0.0002264199,0.0003849853,0.001484087,0.0007505782,0.000379706,0.0009882014,0.0006635212,0.0001751033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004544627,"about_ca_system_score_gemma":0.005978287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9497285,"about_ca_topic_score_gemma":0.9756926,"domain_scores_codex":[0.9994428,0.00007087934,0.0000301629,0.00006755051,0.0001826534,0.0002060576],"domain_scores_gemma":[0.9991684,0.00003625559,0.0001439088,0.00002801883,0.0002725876,0.0003508436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007253198,0.00009000911,0.9863307,0.00003401491,0.0000380273,0.0000912304,0.00834281,0.00003766565,0.0003241863,0.0000613796,0.0004487881,0.004128695],"study_design_scores_gemma":[0.00000290934,0.00004895265,0.98774,0.00001964845,0.000008847825,0.00004157332,0.01173918,0.00004560505,0.00002918305,0.00001274466,0.000304603,0.00000665019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987853,0.0001137116,0.00001538272,0.00007115967,0.000002555018,0.00001863557,0.0004743125,0.000001205957,0.0005178193],"genre_scores_gemma":[0.9990545,0.0001633264,0.00004567661,0.0000505339,0.000001609658,0.000009794744,0.0003317603,9.695705e-7,0.0003418234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05027151,"threshold_uncertainty_score":0.1011351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249937293853017,"score_gpt":0.3917483731324092,"score_spread":0.2667546437471076,"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."}}