{"id":"W4390200523","doi":"10.1002/alz.072859","title":"A systematic review of measures of social connection for people living in long‐term care homes","year":2023,"lang":"en","type":"review","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 Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Quality of life (healthcare); Long-term care; Reliability (semiconductor); Gerontology; Psychology; Construct (python library); Population; Construct validity; Dementia; Consistency (knowledge bases); Systematic review; Criterion validity; Applied psychology; Medicine; MEDLINE; Psychometrics; Computer science; Clinical psychology; Nursing; Psychiatry; Environmental health; Artificial intelligence; Pathology","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":[0.0181654,0.001761175,0.010162,0.0226925,0.001151437,0.00339026,0.002676907,0.001998195,0.005001871],"category_scores_gemma":[0.09187101,0.001102552,0.009366812,0.02042233,0.001448437,0.003588494,0.002688834,0.001441863,0.0003387481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00753167,"about_ca_system_score_gemma":0.0187138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01492096,"about_ca_topic_score_gemma":0.0436469,"domain_scores_codex":[0.9746693,0.008874306,0.01052967,0.00147147,0.003997641,0.000457677],"domain_scores_gemma":[0.9268909,0.0528588,0.012669,0.000977596,0.00607511,0.0005286217],"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":[0.0001277384,0.00001194766,0.001108359,0.9693732,0.008074227,0.00006704387,0.0002896136,0.0000660876,0.00006112477,0.0002167361,0.0009481153,0.01965581],"study_design_scores_gemma":[0.0001778153,0.0001282885,0.006438274,0.9374419,0.04528457,0.000181943,0.0003777328,0.00006657423,0.0001000156,0.0002648129,0.009501333,0.00003666722],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002705535,0.9930918,0.0003614983,0.0003758695,0.0001536743,0.00114514,0.001614476,0.00001607114,0.0005358906],"genre_scores_gemma":[0.04179194,0.9504322,0.002166661,0.0007580422,0.0001059819,0.003461657,0.001078621,0.00001282166,0.000192005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0226925,"threshold_uncertainty_score":0.09606892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09798555313977925,"score_gpt":0.4061007379089444,"score_spread":0.3081151847691652,"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."}}