{"id":"W4220963189","doi":"10.1089/lgbt.2021.0255","title":"Mental Health and Social Support of Sexual and Gender Diverse People from Québec, Canada During the COVID-19 Crisis","year":2022,"lang":"en","type":"article","venue":"LGBT Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Loneliness; Mental health; Psychosocial; Lesbian; Social support; Psychology; Minority stress; Distress; Sexual minority; Clinical psychology; Anxiety; Gerontology; Medicine; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006808973,0.000289084,0.0003598608,0.0007911936,0.005190471,0.001386643,0.001058547,0.000456899,0.002574649],"category_scores_gemma":[0.001705279,0.0002124635,0.0004432305,0.00206448,0.0007827157,0.0005404972,0.001261153,0.0009895208,0.0002097215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03034491,"about_ca_system_score_gemma":0.03216928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963171,"about_ca_topic_score_gemma":0.9982635,"domain_scores_codex":[0.999418,0.00007308961,0.00002673733,0.00006918594,0.0001225229,0.0002905809],"domain_scores_gemma":[0.9982585,0.00008611402,0.0002385607,0.00003234343,0.0006409707,0.000743423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006993702,0.00008716147,0.9773826,0.00007445084,0.00003666848,0.0001559537,0.007632135,0.00008335252,0.0001766738,0.000128695,0.003695629,0.01047662],"study_design_scores_gemma":[0.000008211998,0.00003160802,0.9840956,0.00009802709,0.00001555213,0.00003780925,0.01380132,0.000149806,0.00003989421,0.00002269192,0.001685979,0.00001338811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912841,0.0007828606,0.00006529836,0.001162296,0.00002676386,0.00009120889,0.003517978,0.000005406817,0.003064111],"genre_scores_gemma":[0.9968839,0.0004290892,0.0001126674,0.0004895765,0.000007289265,0.00006166854,0.0009295315,0.000002435463,0.001083774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03034491,"threshold_uncertainty_score":0.2201688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05230512704553771,"score_gpt":0.3696366770099314,"score_spread":0.3173315499643937,"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."}}