{"id":"W4224232493","doi":"10.3390/ijerph19084513","title":"COVID-19 and the Elderly’s Mental Illness: The Role of Risk Perception, Social Isolation, Loneliness and Ageism","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Loneliness; Social isolation; Social distance; Psychology; Mental illness; Pandemic; Perception; Context (archaeology); Isolation (microbiology); Mental health; Clinical psychology; Coronavirus disease 2019 (COVID-19); Gerontology; Developmental psychology; Medicine; Social psychology; Psychiatry; 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":[0.001634767,0.0002246579,0.0002510925,0.00077167,0.001006159,0.001410003,0.0003058509,0.0004307747,0.001895626],"category_scores_gemma":[0.005209781,0.0001432623,0.0004032482,0.0005078093,0.0009755591,0.0008358646,0.001885385,0.0006674379,0.0001046409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006880295,"about_ca_system_score_gemma":0.0009344216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009407429,"about_ca_topic_score_gemma":0.01968927,"domain_scores_codex":[0.9991034,0.0004638427,0.00006870247,0.00007172618,0.0001361295,0.000156155],"domain_scores_gemma":[0.9974688,0.0007546206,0.0009105657,0.00009262277,0.0001699615,0.0006034519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007125273,0.0002228138,0.9761505,0.00005104183,0.00007265571,0.0001049888,0.01439481,0.00003500711,0.0001136524,0.0004617144,0.000157002,0.008164563],"study_design_scores_gemma":[0.000002653041,0.00007043482,0.9770891,0.00006173787,0.00002763417,0.00008897649,0.02166431,0.0001271675,0.00003426694,0.0002831464,0.0005426183,0.00000792165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997921,0.0004425902,0.00004175016,0.000312023,0.000006878565,0.000005285041,0.00002417713,5.520873e-7,0.001245803],"genre_scores_gemma":[0.9995967,0.0001860053,0.00003994813,0.00003442391,0.000006913191,0.000003431131,0.00001573803,3.305143e-7,0.0001166987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009407429,"threshold_uncertainty_score":0.01870537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05110316534845283,"score_gpt":0.4090687130303976,"score_spread":0.3579655476819448,"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."}}