{"id":"W4312003370","doi":"10.1093/geroni/igac059.3037","title":"IMPACT OF COVID-19 ON THE MENTAL HEALTH OF OLDER SEXUAL MINORITY CANADIANS: A LONGITUDINAL ANALYSIS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Loneliness; Gee; Mental health; Lesbian; UCLA Loneliness Scale; Longitudinal study; Psychological intervention; Sexual minority; Depression (economics); Psychology; Pandemic; Generalized estimating equation; Minority stress; Gerontology; Clinical psychology; Medicine; Coronavirus disease 2019 (COVID-19); Demography; Psychiatry","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":[0.002305397,0.0004682366,0.0004705601,0.001461468,0.00389723,0.001462824,0.001322374,0.000754945,0.002430656],"category_scores_gemma":[0.005020097,0.0003054881,0.001525802,0.004068479,0.0005455691,0.0005824102,0.001407571,0.001811709,0.0002774701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01456432,"about_ca_system_score_gemma":0.02579826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9760556,"about_ca_topic_score_gemma":0.9777116,"domain_scores_codex":[0.9988944,0.0001182011,0.00007236307,0.0001653708,0.0003434388,0.0004061944],"domain_scores_gemma":[0.9967073,0.0001449946,0.0004468367,0.0001787458,0.001911087,0.0006109695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009522288,0.00007502746,0.9933593,0.00004762018,0.0001523658,0.00004193174,0.0007884435,0.00009235217,0.00005429865,0.0001183309,0.002121171,0.003054034],"study_design_scores_gemma":[0.00001091035,0.0000398385,0.9956735,0.00008490057,0.00007200526,0.00002715635,0.002067222,0.0003681412,0.00003211464,0.00003700735,0.001568969,0.00001829092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824469,0.0008200032,0.0002329625,0.0006998588,0.00004022996,0.0001581266,0.01386646,0.00001078129,0.001724526],"genre_scores_gemma":[0.9890504,0.0004574914,0.0006018023,0.0003227993,0.00002193455,0.0001750346,0.00855948,0.000008508076,0.0008025707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02394444,"threshold_uncertainty_score":0.1056721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0728304973440855,"score_gpt":0.4385445975028453,"score_spread":0.3657141001587598,"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."}}