{"id":"W3194238233","doi":"10.3389/fnins.2021.704871","title":"Association of Hearing Acuity and Cognitive Function Among a Low-Income Elderly Population in Rural China: A Population-Based Cross-Sectional Study","year":2021,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cross-sectional study; Audiology; Population; Cognition; Hearing level; Demography; Dementia; Montreal Cognitive Assessment; Cognitive decline; Hearing loss; Mini–Mental State Examination; Gerontology; Cognitive impairment; Internal medicine; Psychiatry; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007067733,0.0003605084,0.0003981468,0.0007789555,0.0006595351,0.0004210233,0.0003170932,0.000429963,0.0007943794],"category_scores_gemma":[0.0009863832,0.0003658116,0.000389649,0.001052316,0.0002880822,0.0004177889,0.0003700314,0.0003720274,0.0001440621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003915146,"about_ca_system_score_gemma":0.0004771722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02118486,"about_ca_topic_score_gemma":0.02554367,"domain_scores_codex":[0.9996701,0.00006321516,0.00004424761,0.00009049293,0.00007358257,0.00005838346],"domain_scores_gemma":[0.999314,0.00006733933,0.000189531,0.00005824622,0.0001527648,0.00021824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002649354,0.00004801813,0.9990256,0.000007881035,0.00004301006,0.00007271267,0.0001256486,0.00001328716,0.0002066947,0.000004657209,0.0000382275,0.0003878736],"study_design_scores_gemma":[0.000004466967,0.0000559972,0.99955,0.000001874596,0.00001843407,0.00006767693,0.0001574785,0.00008111943,0.000014622,0.000005744003,0.00004068699,0.000001874335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997075,0.00005440303,0.0000278092,0.00001807427,0.000001762085,0.000009822068,0.0000786995,0.000001153217,0.0001007063],"genre_scores_gemma":[0.9996281,0.00004913586,0.00004986848,0.00003678716,0.000005096558,0.00001385557,0.0001330642,5.461354e-7,0.00008358387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02118486,"threshold_uncertainty_score":0.04212308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627550275485421,"score_gpt":0.2854145708592702,"score_spread":0.269139068104416,"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."}}