{"id":"W2790785132","doi":"10.1371/journal.pone.0192971","title":"Combined impairments in vision, hearing and cognition are associated with greater levels of functional and communication difficulties than cognitive impairment alone: Analysis of interRAI data for home care and long-term care recipients in Ontario","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Concordia University; Centre intégré de santé et de services sociaux de la Montérégie-Centre; University Health Network; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et de Services Sociaux des Laurentides; University of Toronto; Western University; University of British Columbia; University of Alberta; Toronto Rehabilitation Institute; Wilfrid Laurier University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Lloyd Carr-Harris Foundation; Alzheimer Society; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Activities of daily living; Loneliness; Cognition; Medicine; Gerontology; Long-term care; Audiology; Hearing loss; Minimum Data Set; Psychology; Physical therapy; Psychiatry; Nursing homes; Nursing","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":[0.0009069545,0.0003742859,0.0004957632,0.001628787,0.001438291,0.0009538134,0.0008751304,0.0003237475,0.001175083],"category_scores_gemma":[0.002525655,0.0003203328,0.0008881125,0.003444418,0.0006000567,0.0003953949,0.00124913,0.0004012899,0.0001859521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009201799,"about_ca_system_score_gemma":0.00725233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9325318,"about_ca_topic_score_gemma":0.9635536,"domain_scores_codex":[0.9990847,0.00009155419,0.0001114451,0.0001290549,0.0003241436,0.0002590664],"domain_scores_gemma":[0.9970789,0.0001813703,0.001176176,0.000105948,0.0009358295,0.0005218458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002013738,0.000008700669,0.9988806,0.00001087326,0.00002127061,0.00002219508,0.0003881723,0.000009847375,0.00005210657,0.000003440832,0.00006628751,0.0005164432],"study_design_scores_gemma":[0.000001168803,0.000007078639,0.9994891,0.000004188179,0.0000072861,0.00001384793,0.0003879022,0.00002344366,0.000007406757,0.000001141293,0.00005619573,0.0000012034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985408,0.0001189181,0.00002769224,0.00003303097,0.000001745178,0.0000179391,0.0009005645,0.000002041801,0.0003573479],"genre_scores_gemma":[0.9985967,0.0001370428,0.00005921778,0.0000235907,0.000003142459,0.00002133247,0.0009226168,0.00000155467,0.0002348051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9325318,"threshold_uncertainty_score":0.135731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09375632154734971,"score_gpt":0.2931061923307391,"score_spread":0.1993498707833894,"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."}}