{"id":"W3108753861","doi":"10.1016/j.jamda.2020.11.025","title":"Social Connection in Long-Term Care Homes: A Scoping Review of Published Research on the Mental Health Impacts and Potential Strategies During COVID-19","year":2020,"lang":"en","type":"review","venue":"Journal of the American Medical Directors Association","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Health Sciences Centre; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Term (time); Long-term care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Connection (principal bundle); Gerontology; Psychiatry; Virology","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":[0.02431283,0.001450886,0.004933355,0.0217027,0.002117784,0.006274646,0.002346872,0.004117739,0.007185296],"category_scores_gemma":[0.08707345,0.001340576,0.005971147,0.02206986,0.002042702,0.006941701,0.004777491,0.002741358,0.0006568609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008761504,"about_ca_system_score_gemma":0.03311234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470573,"about_ca_topic_score_gemma":0.02834412,"domain_scores_codex":[0.9813788,0.007641643,0.006252373,0.001002585,0.003079293,0.0006453035],"domain_scores_gemma":[0.9121938,0.0688966,0.009729977,0.0009114801,0.007430619,0.000837466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001459117,0.00004665572,0.0009840861,0.7842823,0.001117007,0.0001420376,0.001934998,0.0001460625,0.0001139528,0.002203961,0.008047656,0.2008353],"study_design_scores_gemma":[0.00001939035,0.00004319453,0.001507981,0.9760348,0.001300807,0.0001111098,0.0009043996,0.00003032083,0.00003997094,0.0003404346,0.01965147,0.00001604785],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004241533,0.9975383,0.0001040462,0.0007300491,0.0002335257,0.0002224473,0.0001181629,0.000004900997,0.000624339],"genre_scores_gemma":[0.005159386,0.9924096,0.0004795083,0.0006227058,0.0001383361,0.0008732079,0.0001615042,0.000004633463,0.0001511315],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02431283,"threshold_uncertainty_score":0.12858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08258234476487902,"score_gpt":0.5233031567266228,"score_spread":0.4407208119617437,"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."}}