{"id":"W2898259884","doi":"10.2196/resprot.9916","title":"Hearing Aid Use in Older Adults With Postlingual Sensorineural Hearing Loss: Protocol for a Prospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Medical Research Council; National Health and Medical Research Council; State Government of Victoria; University of Melbourne; Swinburne University of Technology; National Imaging Facility","keywords":"Audiology; Medicine; Sensorineural hearing loss; Dementia; Psychosocial; Hearing loss; Cognition; Cognitive decline; Disease; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01582967,0.003552057,0.004416466,0.002120674,0.004139964,0.0017798,0.002233072,0.003632754,0.03078435],"category_scores_gemma":[0.01061359,0.002506295,0.00341859,0.002167726,0.001171902,0.001991209,0.001890106,0.003728628,0.00669061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003416967,"about_ca_system_score_gemma":0.01318657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008125028,"about_ca_topic_score_gemma":0.01197965,"domain_scores_codex":[0.9929599,0.00330628,0.001334294,0.0008817122,0.0006209894,0.0008967748],"domain_scores_gemma":[0.9941095,0.0008062455,0.0009182349,0.0007908852,0.002403454,0.0009716937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4987021,0.1016955,0.08571578,0.04226932,0.003981418,0.003411524,0.006449297,0.00749149,0.009848523,0.007063221,0.09264407,0.1407277],"study_design_scores_gemma":[0.3808025,0.1402874,0.2510855,0.01080618,0.002672298,0.0008263693,0.006029517,0.005178362,0.003035267,0.006378505,0.1920407,0.0008575644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005724592,0.000175257,0.0008502665,0.0001177283,0.0001112455,0.9901052,0.002251757,0.00002999107,0.0006338608],"genre_scores_gemma":[0.002877025,0.0001035726,0.001017691,0.0001046766,0.00001928593,0.9951802,0.0004270386,0.000002007317,0.0002685508],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03078435,"threshold_uncertainty_score":0.1029839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2566408568558854,"score_gpt":0.5390321039429938,"score_spread":0.2823912470871084,"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."}}