{"id":"W4402731786","doi":"10.1002/trc2.12488","title":"Assessing social connection for long‐term care home residents: A scoping review of measure content","year":2024,"lang":"en","type":"review","venue":"Alzheimer s & Dementia Translational Research & Clinical Interventions","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"University of Toronto; Health Canada; University College London; Toronto Rehabilitation Institute; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Fondation Brain Canada; Canadian Bee Research Fund; Government of Canada; Alzheimer's Association","keywords":"Term (time); Measure (data warehouse); Long-term care; Content (measure theory); Connection (principal bundle); Gerontology; Psychology; Medicine; Nursing; Computer science; Engineering; Data mining; Mathematics","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":[0.04928102,0.002003788,0.007330408,0.03037739,0.001647554,0.005487104,0.003397363,0.003046615,0.003730499],"category_scores_gemma":[0.1661502,0.001821747,0.009554831,0.02730288,0.002526191,0.005832184,0.004206616,0.002061572,0.0004927123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007528523,"about_ca_system_score_gemma":0.0255977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01716229,"about_ca_topic_score_gemma":0.02804331,"domain_scores_codex":[0.9698337,0.01044297,0.01148326,0.002098937,0.005674085,0.0004670358],"domain_scores_gemma":[0.8528199,0.1150285,0.01385257,0.002240384,0.0155588,0.0004999269],"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":[0.0001315416,0.00004663944,0.003128293,0.8112529,0.004532905,0.00009011327,0.001519232,0.0002199929,0.0001522504,0.001117596,0.002884565,0.174924],"study_design_scores_gemma":[0.00003262837,0.00007174466,0.004530884,0.9705749,0.01048237,0.0001352773,0.0006749977,0.00008929082,0.000133654,0.0005651756,0.01267542,0.00003372075],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001418234,0.9949404,0.0008802639,0.0006077744,0.0001404522,0.0007830671,0.0005271492,0.00001459339,0.0006881921],"genre_scores_gemma":[0.01749011,0.9745587,0.003416759,0.0005459184,0.0001042448,0.003082391,0.0006545412,0.0000146866,0.0001327426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04928102,"threshold_uncertainty_score":0.260626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7951940688607746,"score_gpt":0.6860110549075117,"score_spread":0.1091830139532629,"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."}}