{"id":"W4381612499","doi":"10.1089/lgbt.2022.0296","title":"Change in Finances, Peer Access, and Mental Health Among Trans and Nonbinary People During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"LGBT Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Medicine; Mental health; Pandemic; Depression (economics); Health equity; Psychiatry; Coronavirus disease 2019 (COVID-19); Environmental health; Public health; Nursing; Internal medicine; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006115964,0.0002143812,0.0001824078,0.0004116302,0.0008516549,0.0006913287,0.0003415626,0.0005083905,0.002305942],"category_scores_gemma":[0.002799902,0.000186672,0.0003430898,0.0004555568,0.0003590307,0.0006141684,0.001123308,0.0009540875,0.0001654149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005565321,"about_ca_system_score_gemma":0.000587452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04888527,"about_ca_topic_score_gemma":0.07676607,"domain_scores_codex":[0.9996195,0.0001299411,0.00002687479,0.00004548369,0.00004896526,0.0001292131],"domain_scores_gemma":[0.9984017,0.0001532982,0.0007353503,0.00006803185,0.000125808,0.0005158621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006847706,0.000105758,0.9951485,0.00001210295,0.00002843799,0.00006757305,0.001000607,0.00002385015,0.0001090827,0.00002709737,0.0002030031,0.003205561],"study_design_scores_gemma":[0.00000183703,0.00004948182,0.9983239,0.00001072067,0.000004563622,0.00003440684,0.001412637,0.00004445719,0.00001241842,0.00001179718,0.00009166201,0.000002151876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992842,0.00008895337,0.00001237347,0.0001482283,0.000006193141,0.000006851084,0.0001178318,8.003578e-7,0.0003346734],"genre_scores_gemma":[0.9996092,0.00006396198,0.00002434572,0.00004922193,0.000005680365,0.000009004153,0.0001072225,4.681254e-7,0.0001309153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04888527,"threshold_uncertainty_score":0.09720147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277335647537337,"score_gpt":0.4623200708773699,"score_spread":0.3345865061236362,"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."}}