{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004060616,0.000161035,0.0002301938,0.0001212447,0.0009729957,0.00002795963,0.0002851486,0.0001456767,0.00001777223],"category_scores_gemma":[0.0002827051,0.00008533664,0.0000649757,0.00027559,0.0001608972,0.0001031834,0.0001721915,0.0003007419,0.00003844547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407961,"about_ca_system_score_gemma":0.00009751219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002593064,"about_ca_topic_score_gemma":0.004657377,"domain_scores_codex":[0.9986649,0.0003295651,0.0002824877,0.0001856552,0.0001619429,0.0003755045],"domain_scores_gemma":[0.9980172,0.001263247,0.0001786082,0.0003976071,0.00005398981,0.00008938026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009085983,0.00001905756,0.03052488,0.002989716,0.0001848529,0.0000514929,0.9385818,0.0008255182,0.0002362501,0.002019166,0.009318608,0.0143401],"study_design_scores_gemma":[0.001019219,0.000362259,0.7640223,0.0002824426,0.00006824446,0.000003516322,0.2328714,0.00003462499,0.0001339985,0.0005664616,0.0004867644,0.0001487953],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915351,0.0006094764,0.0002220562,0.002436562,0.0008470952,0.001193578,0.00001616287,0.0001585137,0.002981481],"genre_scores_gemma":[0.998656,0.00011998,0.000005032897,0.0002249782,0.00005917687,0.00007227489,0.00003234899,0.00001264724,0.0008175562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7334974,"threshold_uncertainty_score":0.7483594,"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."}}