{"id":"W4200570513","doi":"10.1093/geroni/igab046.2708","title":"Impact of the COVID-19 Pandemic on Participation in Community-Dwelling Older Adults: A Cross-Sectional Analysis","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Loneliness; Gerontology; Mental health; Pandemic; International Classification of Functioning, Disability and Health; Public health; Cross-sectional study; Social isolation; Activities of daily living; Multivariate analysis; Medicine; Psychology; Coronavirus disease 2019 (COVID-19); Disease; Rehabilitation; Psychiatry; Physical therapy","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":[0.001705549,0.0003419141,0.0003458009,0.0008351349,0.0006802567,0.0006987366,0.0006276366,0.000716932,0.001294611],"category_scores_gemma":[0.002787883,0.0004001182,0.001012407,0.001261721,0.0003892883,0.0006084255,0.0009750987,0.0007042355,0.0002539549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007354789,"about_ca_system_score_gemma":0.0008039736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07894597,"about_ca_topic_score_gemma":0.1180331,"domain_scores_codex":[0.999006,0.0002791188,0.0001555552,0.000183671,0.0002255078,0.0001502038],"domain_scores_gemma":[0.9974584,0.0003955297,0.0009090756,0.0002238941,0.0005683983,0.000444783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003674052,0.00003525315,0.9993724,0.00000856065,0.00005708028,0.0000107778,0.00009151316,0.00001272599,0.00003283715,0.000004189719,0.00005980337,0.0002782002],"study_design_scores_gemma":[0.000002768666,0.0000581615,0.9994118,0.000005433725,0.00001871802,0.00001648134,0.0003172136,0.00009030705,0.000009902094,0.000002549715,0.00006481692,0.000001867116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984612,0.0001155472,0.00006287368,0.00002803798,0.000004954036,0.00004036172,0.001007319,0.000001989942,0.0002776957],"genre_scores_gemma":[0.9986191,0.00007357787,0.00009348727,0.00003972557,0.000007820676,0.00006003894,0.0009259452,0.000001495898,0.0001788146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07894597,"threshold_uncertainty_score":0.1569729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1124258856920343,"score_gpt":0.4786698775588387,"score_spread":0.3662439918668044,"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."}}