{"id":"W3208662422","doi":"10.3390/app11219970","title":"Association of Posture, Gait, and Auditory Functioning with Cognitive Status in a Cohort of Community-Dwelling Older Adults","year":2021,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Jeonbuk National University; National Research Foundation","keywords":"Cognition; Logistic regression; Gait; Physical medicine and rehabilitation; Audiology; Association (psychology); Cognitive impairment; Psychology; Medicine; Psychiatry","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":[0.0004189089,0.0003823473,0.0003279602,0.000916801,0.0005076559,0.0005067741,0.0002144256,0.0004922168,0.0009800101],"category_scores_gemma":[0.001294922,0.0002937285,0.0003528693,0.000600056,0.0002466817,0.0003113375,0.0003745358,0.0004504843,0.0001770175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430044,"about_ca_system_score_gemma":0.0001953069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008788213,"about_ca_topic_score_gemma":0.01105667,"domain_scores_codex":[0.9998124,0.00003392029,0.00002589681,0.00004404986,0.00004837317,0.000035342],"domain_scores_gemma":[0.9995126,0.00007769762,0.0001526172,0.00005446696,0.00007917477,0.0001235665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001256405,0.0000585518,0.9987354,0.000003525213,0.00003830126,0.00005962821,0.00007381212,0.00001266523,0.0002268705,0.000003745805,0.00002078572,0.0006409595],"study_design_scores_gemma":[0.00000359647,0.0001314825,0.999529,0.000001370541,0.00001537906,0.00009405334,0.00009871682,0.00008112329,0.00001768127,0.000006349052,0.00001989596,0.000001389689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998057,0.00004945877,0.00002641428,0.000006093835,0.000001823397,0.000003323259,0.00003836448,8.017788e-7,0.00006793534],"genre_scores_gemma":[0.9997199,0.00004189125,0.00003897008,0.000009528168,0.000004435829,0.000004546235,0.00009463748,4.659412e-7,0.00008559345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008788213,"threshold_uncertainty_score":0.01747417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615768491897402,"score_gpt":0.2564915362799213,"score_spread":0.2403338513609473,"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."}}