{"id":"W4311673837","doi":"10.1371/journal.pone.0278382","title":"Relationship between sociodemographics, loss of income, and mental health among two-spirit, gay, bisexual, and queer men in Manitoba during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nine Circles Community Health Centre; University of Manitoba; Impact","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research","keywords":"Mental health; Demography; Logistic regression; Confidence interval; Odds ratio; Pandemic; Public health; Medicine; Household income; Psychology; Odds; Coronavirus disease 2019 (COVID-19); Gerontology; Psychiatry; Disease; Sociology; Geography; Internal medicine","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":[0.0005411882,0.0002348925,0.0002274299,0.00059482,0.001297882,0.0007762186,0.0004768667,0.0003570477,0.001061936],"category_scores_gemma":[0.001554599,0.0003143265,0.0003280337,0.001100897,0.0006335989,0.0003965262,0.0008490907,0.0008094767,0.0001106361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880141,"about_ca_system_score_gemma":0.00212434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5097581,"about_ca_topic_score_gemma":0.7059394,"domain_scores_codex":[0.999719,0.00007617756,0.00001995285,0.00004033932,0.00005882371,0.00008577567],"domain_scores_gemma":[0.99906,0.00009075487,0.0003543255,0.00003681468,0.0001621711,0.0002959284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001228759,0.00001784092,0.998733,0.000005780875,0.00001781175,0.00003676993,0.0005539097,0.00001338211,0.00006220546,0.000006954371,0.00006855011,0.0004716155],"study_design_scores_gemma":[0.000001232624,0.00001729477,0.9979712,0.000009017391,0.000006494122,0.00003384676,0.00180691,0.00003681372,0.00001151229,0.00000479191,0.00009886638,0.000001975826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999193,0.0001380672,0.0000243221,0.0001526358,0.000005701181,0.00001212128,0.0002221119,0.000001180054,0.0002507947],"genre_scores_gemma":[0.9993919,0.0001496164,0.00004116978,0.00008812017,0.000004750208,0.00000843591,0.0001555663,7.461137e-7,0.0001596478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4902419,"threshold_uncertainty_score":0.9862581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1848173585443721,"score_gpt":0.3942792744895043,"score_spread":0.2094619159451322,"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."}}