{"id":"W4309915271","doi":"10.1111/jep.13795","title":"Usability, acceptability and clinical utility of a mobile app to screen for hearing loss in older adults in a geriatric rehabilitation hospital","year":2022,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Historical Association; Ottawa Hospital; Agricultural Research Institute of Ontario; Bruyère; University of Ottawa","funders":"","keywords":"Hearing loss; Medicine; Rehabilitation; Usability; Audiology; Geriatrics; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004970837,0.0002869033,0.0002954713,0.0006895429,0.0002681508,0.0008879935,0.0002713395,0.0005159466,0.001609433],"category_scores_gemma":[0.0214135,0.0001771474,0.000503994,0.0002427234,0.0002878206,0.0005250761,0.0005836514,0.0002664126,0.0002726574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035409,"about_ca_system_score_gemma":0.0004902766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009992046,"about_ca_topic_score_gemma":0.00167937,"domain_scores_codex":[0.9965322,0.001687093,0.0004393644,0.0001332067,0.0009994496,0.0002087708],"domain_scores_gemma":[0.9893197,0.006613732,0.001377663,0.000215285,0.001874398,0.0005992834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003220984,0.003474493,0.8320156,0.0009320691,0.0001976218,0.0007907852,0.006968985,0.000426678,0.005735448,0.00004058014,0.002444395,0.1437523],"study_design_scores_gemma":[0.0002315802,0.01566147,0.9708812,0.0003682816,0.0001985189,0.001424535,0.005846006,0.001771567,0.001808171,0.00005281408,0.001675413,0.00008032461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982511,0.0001612001,0.0002460818,0.0001048511,0.00001038727,0.0002372609,0.00006192644,0.00002524395,0.0009018506],"genre_scores_gemma":[0.9978359,0.0002057746,0.001337441,0.0001115619,0.00001598539,0.000177933,0.00006621407,0.00000439844,0.0002447998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004970837,"threshold_uncertainty_score":0.02628857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09006746983651857,"score_gpt":0.4877022980970382,"score_spread":0.3976348282605196,"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."}}