{"id":"W4389428582","doi":"10.1186/s12877-023-04513-w","title":"The impact of COVID-19 on the mental health of older sexual minority Canadians in the CLSA","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Government of Canada","keywords":"Loneliness; Sexual orientation; Mental health; UCLA Loneliness Scale; Medicine; Gee; Lesbian; Depression (economics); Sexual minority; Longitudinal study; Gerontology; Ethnic group; Clinical psychology; Generalized estimating equation; Demography; Psychiatry; Psychology","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":[0.001737565,0.0003146491,0.0003461691,0.0007796899,0.003593476,0.001493574,0.001008028,0.0004157133,0.001878419],"category_scores_gemma":[0.004832635,0.0001563236,0.0007535198,0.001583343,0.0008387088,0.0006361727,0.001958606,0.001089275,0.0001319219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01603849,"about_ca_system_score_gemma":0.03671727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829074,"about_ca_topic_score_gemma":0.9917755,"domain_scores_codex":[0.9991104,0.0001219204,0.00003152961,0.00009425903,0.0002383791,0.0004035583],"domain_scores_gemma":[0.9982831,0.0001144921,0.0003450615,0.00007734221,0.0006130968,0.0005667671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000801319,0.00005972961,0.9794906,0.00007635594,0.00007679022,0.00007789816,0.002812231,0.0001268948,0.0001074966,0.0002807745,0.001793727,0.01501725],"study_design_scores_gemma":[0.000005305214,0.00004079068,0.9911236,0.0001368286,0.00003546481,0.00004104882,0.006502019,0.0002394575,0.00004186702,0.00007593454,0.001742537,0.00001532129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905204,0.001304507,0.0001539554,0.002092096,0.00006051384,0.00006514695,0.002459992,0.000009894075,0.003333598],"genre_scores_gemma":[0.9969488,0.0008598259,0.0002665674,0.0004781717,0.00001887597,0.00003450979,0.0009685536,0.000004400753,0.0004202052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01709265,"threshold_uncertainty_score":0.1163679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0747578162791117,"score_gpt":0.423900970990657,"score_spread":0.3491431547115453,"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."}}