{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001750837,0.0001018007,0.0003081064,0.0002645419,0.00008490204,0.00002591917,0.00006909237,0.00005561542,0.000004944094],"category_scores_gemma":[0.0001891906,0.00008624198,0.00001639257,0.0002350628,0.0002173879,0.0002279515,0.0001603628,0.0000862142,7.195808e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114361,"about_ca_system_score_gemma":0.00002693775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420012,"about_ca_topic_score_gemma":0.04449385,"domain_scores_codex":[0.9989765,0.00012101,0.0002664159,0.0003145984,0.0002043221,0.0001172131],"domain_scores_gemma":[0.999134,0.0002090023,0.0001703912,0.0001822383,0.0002690874,0.00003525816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005042752,0.0005808207,0.9725004,0.0001711952,0.0001466317,6.671323e-7,0.0161971,0.000002435427,0.009701398,5.484204e-7,3.260531e-7,0.0001941776],"study_design_scores_gemma":[0.00277115,0.001267134,0.9873546,0.001903552,0.0003154533,4.991887e-7,0.002362024,0.0005734674,0.003347971,0.00001138695,7.572623e-9,0.00009270447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998858,0.00003526733,0.00001647212,0.00002513271,0.000009869143,0.0006286034,0.0004159385,0.000006942444,0.000003798967],"genre_scores_gemma":[0.9993346,0.00001443739,0.0001017419,0.00001246797,0.000002502628,0.00003589574,0.000482247,0.000007914689,0.000008162423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04307384,"threshold_uncertainty_score":0.9729416,"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."}}