{"id":"W4390192130","doi":"10.1002/alz.079011","title":"Temporal associations between treated and untreated hearing loss and mild behavioral impairment in older adults without dementia","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health; Hotchkiss Brain Institute; Alberta Health Services","funders":"","keywords":"Dementia; Hearing loss; Audiology; Psychology; Psychological intervention; Logistic regression; Cognition; Association (psychology); Proportional hazards model; Medicine; Clinical psychology; Psychiatry; Disease; Internal medicine","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":[0.001015156,0.0001389689,0.0001961722,0.0007897832,0.0003416932,0.0004742866,0.0003596386,0.0003936772,0.001558227],"category_scores_gemma":[0.003675815,0.0002332935,0.0003974862,0.0008734572,0.0001738711,0.0004306796,0.0004696916,0.0006488174,0.0001273871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002699122,"about_ca_system_score_gemma":0.0003757263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01692428,"about_ca_topic_score_gemma":0.02272446,"domain_scores_codex":[0.9993616,0.0001900721,0.00007977518,0.0001969373,0.0000861648,0.00008549711],"domain_scores_gemma":[0.9970368,0.0006214992,0.001415907,0.0001907903,0.0003932874,0.0003416592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009162207,0.00002034648,0.9991077,0.000008110799,0.00004510727,0.00001715205,0.00004953474,0.00001585066,0.00005517753,0.0000102488,0.00004769073,0.0005315823],"study_design_scores_gemma":[0.000002294057,0.00003346413,0.9996921,0.000003322139,0.00001298205,0.00003836099,0.00008761897,0.00006479523,0.00001545464,0.00001022319,0.00003814397,0.000001308127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982311,0.0004158038,0.0000714953,0.00004755279,0.000007150835,0.000004993925,0.0008832373,0.000002546955,0.0003361167],"genre_scores_gemma":[0.999239,0.00009315866,0.00004792613,0.00002110048,0.000008056027,0.000007129754,0.0004477077,7.493665e-7,0.0001351421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01692428,"threshold_uncertainty_score":0.03365159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05226427975714808,"score_gpt":0.3193092006699617,"score_spread":0.2670449209128136,"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."}}