{"id":"W3037083995","doi":"10.1016/j.archger.2020.104165","title":"Vision impairment and cognitive function among urban-dwelling malaysians aged 55 years and over from the Malaysian Elders Longitudinal Research (MELoR) study","year":2020,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universiti Malaya","keywords":"Visual impairment; Montreal Cognitive Assessment; Cognitive impairment; Cognition; Visual acuity; Gerontology; Psychology; Population; Medicine; Audiology; Psychiatry; Ophthalmology","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":[0.0009081687,0.0005347594,0.0003695069,0.0009940838,0.0007993493,0.0008275968,0.0005796789,0.0005683825,0.0007651449],"category_scores_gemma":[0.00110836,0.0005605083,0.0008321389,0.001337865,0.0002471153,0.0009093168,0.001001192,0.001014051,0.0002650132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008211316,"about_ca_system_score_gemma":0.0008273121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06583202,"about_ca_topic_score_gemma":0.1038746,"domain_scores_codex":[0.9996694,0.00005992695,0.00007216681,0.00006673078,0.0000478253,0.000083858],"domain_scores_gemma":[0.9993612,0.0000371231,0.0002358166,0.00004223739,0.0001232517,0.0002004235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008313551,0.00008113537,0.998265,0.00001882828,0.00007939233,0.0000685493,0.0003558981,0.00001727575,0.00008700288,0.00001387451,0.0001532109,0.000776802],"study_design_scores_gemma":[0.000005335,0.0000675096,0.9983842,0.00001748664,0.0000605435,0.0001007615,0.001097884,0.00004296507,0.00002744386,0.000007366394,0.0001833999,0.000005066167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986145,0.0001951496,0.00003120515,0.00005885299,0.000007420671,0.00001401591,0.0007818926,0.000001318851,0.000295698],"genre_scores_gemma":[0.9981046,0.0002420672,0.0001034201,0.00007081603,0.00000831256,0.00002560593,0.0009933768,0.000001450568,0.0004503853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06583202,"threshold_uncertainty_score":0.1308976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05913993348458783,"score_gpt":0.3593859435196648,"score_spread":0.3002460100350769,"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."}}