{"id":"W4364377785","doi":"10.24095/hpcdp.43.4.02","title":"Social isolation, loneliness and positive mental health among older adults in Canada during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec; Public Health Agency of Canada","funders":"","keywords":"Loneliness; Social isolation; Mental health; Population; Gerontology; Feeling; Psychology; Medicine; UCLA Loneliness Scale; Demography; Pandemic; Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Psychiatry; Environmental health; Social psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007480355,0.0002843536,0.0003784158,0.001000676,0.003169394,0.001310213,0.0007271767,0.0003171551,0.001587379],"category_scores_gemma":[0.002817874,0.000171418,0.0005343018,0.001902473,0.0007247212,0.0004841198,0.001689082,0.0007010651,0.00008889017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01176009,"about_ca_system_score_gemma":0.01957665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811385,"about_ca_topic_score_gemma":0.9908058,"domain_scores_codex":[0.9994302,0.00005751188,0.00004289756,0.00006842261,0.0001498428,0.0002510507],"domain_scores_gemma":[0.9983164,0.00009649914,0.0004600153,0.0000444299,0.0004713295,0.0006114898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002750747,0.00001490185,0.9940006,0.00004998934,0.00004179535,0.00004474755,0.00114711,0.00006187317,0.00004017423,0.00004673105,0.0006863899,0.003838184],"study_design_scores_gemma":[0.000001307798,0.000006206677,0.9982426,0.00004011127,0.00001057832,0.00001581769,0.001276998,0.00006296671,0.000009760359,0.00001479119,0.0003145419,0.000004392165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923402,0.001334606,0.00008167633,0.0009039517,0.00002599033,0.00004705433,0.003069255,0.00000731035,0.002189864],"genre_scores_gemma":[0.997997,0.0006440713,0.00009928468,0.0001142002,0.00001160847,0.00002039101,0.0008102781,0.000001745368,0.0003013008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01886147,"threshold_uncertainty_score":0.08532578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943943758118275,"score_gpt":0.3628512271710418,"score_spread":0.3334117895898591,"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."}}