{"id":"W2745312542","doi":"10.1177/0898264317723407","title":"Older Adults With a Combination of Vision and Hearing Impairment Experience Higher Rates of Cognitive Impairment, Functional Dependence, and Worse Outcomes Across a Set of Quality Indicators","year":2017,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Canadian Institutes of Health Research; Alzheimer Society; Consortium canadien en neurodégénérescence associée au vieillissement; Public Health Agency of Canada","keywords":"Loneliness; Dementia; Visual impairment; Cognition; Hearing loss; Gerontology; Medicine; Activities of daily living; Quality of life (healthcare); Health care; Set (abstract data type); Minimum Data Set; Cognitive impairment; Audiology; Psychology; Disease; Psychiatry; Nursing; Nursing homes","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":[0.001021681,0.0002392339,0.000394954,0.001174412,0.0004505309,0.0006797733,0.0002599152,0.0003402976,0.001673846],"category_scores_gemma":[0.003577816,0.0001403813,0.0003684344,0.001134572,0.0002868442,0.000531278,0.00104916,0.0004185333,0.0001766606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473011,"about_ca_system_score_gemma":0.0004300884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008736719,"about_ca_topic_score_gemma":0.01420618,"domain_scores_codex":[0.9991201,0.0001365675,0.0001505138,0.0001086403,0.0003445235,0.0001396631],"domain_scores_gemma":[0.9966218,0.0002331366,0.002351805,0.0000731609,0.0003955147,0.0003245126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002943983,0.00004165634,0.9970079,0.00001257183,0.00004273229,0.00002165195,0.0001250353,0.00001575379,0.00009942902,0.000005996348,0.00005696207,0.00254084],"study_design_scores_gemma":[0.000002009473,0.0000539596,0.9994523,0.000006064987,0.00001120607,0.00009415327,0.0002490538,0.00003563449,0.00003212312,0.00001255625,0.00004929965,0.000001660498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992162,0.0001572865,0.00006460042,0.0000434304,0.000002186415,0.000008940037,0.0001418463,0.000003715516,0.0003618888],"genre_scores_gemma":[0.9995105,0.00007938874,0.0001231265,0.00002456109,0.000005200583,0.00000820999,0.0001480527,7.300484e-7,0.0001002508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008736719,"threshold_uncertainty_score":0.01737177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.061513611520985,"score_gpt":0.4210203274992862,"score_spread":0.3595067159783012,"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."}}