{"id":"W2031140986","doi":"10.1016/j.gerinurse.2014.07.001","title":"Identification of hearing loss among residents with dementia: Perceptions of health care aides","year":2014,"lang":"en","type":"article","venue":"Geriatric Nursing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Dementia; Hearing loss; Perception; Health care; Medicine; Nursing; Quality of life (healthcare); Psychology; Aged care; Gerontology; Audiology; Disease","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":[0.001615183,0.0002272006,0.000298015,0.0008945368,0.001699952,0.001435602,0.000315736,0.0006873364,0.002337096],"category_scores_gemma":[0.008793062,0.000228506,0.0003740359,0.000461719,0.0008315793,0.00102086,0.001494178,0.0009146495,0.000220467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007977316,"about_ca_system_score_gemma":0.0009964103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02012567,"about_ca_topic_score_gemma":0.02539323,"domain_scores_codex":[0.9989913,0.0003246971,0.0001063378,0.00005351795,0.0002758955,0.0002482429],"domain_scores_gemma":[0.9954571,0.0009810589,0.001346501,0.00007774838,0.001076182,0.001061439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002443195,0.0005306964,0.9232819,0.0001057305,0.00006047457,0.0007130402,0.06110802,0.000052777,0.0008184907,0.0001087518,0.0006914089,0.01228425],"study_design_scores_gemma":[0.00001255401,0.0005117064,0.7178186,0.00009364529,0.00003878749,0.0008093808,0.2786015,0.0001425027,0.0001956797,0.00009686434,0.001653491,0.00002524672],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983626,0.0001226813,0.00002723048,0.000226096,0.00001389068,0.000007501756,0.0000167442,8.805351e-7,0.001222418],"genre_scores_gemma":[0.9993176,0.0001268459,0.00004643333,0.0001734527,0.00001191314,0.000004891545,0.00001705185,6.024095e-7,0.0003011134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02012567,"threshold_uncertainty_score":0.04001707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516230917425367,"score_gpt":0.2960369417832782,"score_spread":0.2808746326090245,"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."}}