{"id":"W4362063341","doi":"10.1093/geront/gnad035","title":"“Picturing a Way Forward”: Strategies to Manage the Effects of COVID-19-Related Isolation on Long-Term Care Residents and Their Informal Caregivers","year":2023,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Simon Fraser University; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social isolation; Long-term care; Socialization; Social distance; Disengagement theory; Isolation (microbiology); Psychology; Distress; Photovoice; Gerontology; Caregiver burden; Family caregivers; Coronavirus disease 2019 (COVID-19); Medicine; Nursing; Disease; Developmental psychology; Dementia; Psychiatry; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003720805,0.0007395947,0.0002684258,0.0004675686,0.01041206,0.002372775,0.001749927,0.00147459,0.003851607],"category_scores_gemma":[0.006990327,0.0002697763,0.000509466,0.0003526947,0.005544911,0.00234664,0.005027552,0.001800598,0.0004421664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004160254,"about_ca_system_score_gemma":0.006197711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02691873,"about_ca_topic_score_gemma":0.08193848,"domain_scores_codex":[0.9979087,0.001473653,0.00005137243,0.00008293396,0.0002162741,0.0002671219],"domain_scores_gemma":[0.9974904,0.000936451,0.0004935983,0.0002063895,0.0003030416,0.0005701723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000735475,0.0001884183,0.01100549,0.0007066369,0.00002157116,0.002099092,0.8974232,0.0001299628,0.00308367,0.001374334,0.01388991,0.07000415],"study_design_scores_gemma":[0.00002519389,0.0003236693,0.01256528,0.0006755732,0.0000466509,0.001196349,0.8971624,0.0002591743,0.001152724,0.0008629904,0.08567882,0.00005111964],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302454,0.003021726,0.00869356,0.01968378,0.0005224674,0.000608245,0.00009344312,0.0002816928,0.03684967],"genre_scores_gemma":[0.983395,0.001614619,0.00741193,0.001781637,0.00006470385,0.0003009515,0.00003788513,0.00003349341,0.005359766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02691873,"threshold_uncertainty_score":0.05352414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052923665875932,"score_gpt":0.3645797312825179,"score_spread":0.3340504946237585,"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."}}