{"id":"W4380883239","doi":"10.1002/alz.060012","title":"Measurement of social connection in people with dementia living in care homes","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Loneliness; Psychology; Checklist; Thematic analysis; Applied psychology; Quality of life (healthcare); Social engagement; Reliability (semiconductor); Gerontology; Content validity; Psychometrics; Medicine; Clinical psychology; Social psychology; Qualitative research; Cognitive psychology; Sociology; Psychotherapist","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":[0.01774585,0.0003705987,0.00202852,0.01394026,0.0009007727,0.002241201,0.001377482,0.0009111554,0.004353492],"category_scores_gemma":[0.07606415,0.0002925514,0.002208976,0.0133125,0.0008971406,0.002278409,0.002484235,0.0008846438,0.0002623464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002732566,"about_ca_system_score_gemma":0.005591304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148969,"about_ca_topic_score_gemma":0.0217638,"domain_scores_codex":[0.9803217,0.008237264,0.006854283,0.001101354,0.003187363,0.0002980663],"domain_scores_gemma":[0.9324238,0.04481051,0.01233506,0.0009869657,0.008410237,0.001033379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0007676517,0.0002026235,0.1587167,0.4201512,0.005085489,0.0004058266,0.01330745,0.0002748651,0.0002955094,0.002938741,0.01712252,0.3807315],"study_design_scores_gemma":[0.0006392512,0.0008010233,0.5992027,0.2841272,0.006469142,0.0008735987,0.01803716,0.0004687949,0.0006377867,0.00327971,0.08522062,0.0002430073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3119257,0.5824066,0.004671089,0.006430222,0.001554854,0.009898106,0.05836441,0.00009526454,0.02465361],"genre_scores_gemma":[0.761779,0.1863431,0.01549394,0.002063216,0.0005982476,0.01910526,0.01303566,0.00002674774,0.001554781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01774585,"threshold_uncertainty_score":0.09385014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03923605076036735,"score_gpt":0.3120004049535314,"score_spread":0.2727643541931641,"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."}}