{"id":"W7098985772","doi":"","title":"Research Article The Influence of Education on Chinese Version of Montreal Cognitive Assessment in Detecting Amnesic Mild Cognitive Impairment among Older People in a Beijing Rural Community","year":2016,"lang":"en","type":"article","venue":"","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Beijing; Cognitive impairment; Cognition; Older people; Rural community; Attribution; Dementia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008536251,0.0001050414,0.0001665753,0.0001938605,0.0003193785,0.00001935155,0.0001579844,0.00005837049,0.0001183161],"category_scores_gemma":[0.0002079511,0.00005652392,0.00003809591,0.0001475213,0.000457048,0.0002436504,0.0001200234,0.0004646394,0.000005392321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105233,"about_ca_system_score_gemma":0.00007119025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02090867,"about_ca_topic_score_gemma":0.2012732,"domain_scores_codex":[0.9987232,0.0004349717,0.0002675375,0.0001155684,0.000232746,0.0002259746],"domain_scores_gemma":[0.9984808,0.0008863555,0.0001116891,0.0001543906,0.0003414466,0.00002533135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002167906,0.001368526,0.8175214,0.0000528737,0.00002933163,9.152421e-7,0.1704354,0.00001858837,0.001604393,0.001670654,0.00006513156,0.007015948],"study_design_scores_gemma":[0.0007436377,0.0002565457,0.7009548,0.0006582053,0.000007097073,3.019093e-7,0.2954377,0.0000421793,0.001110735,0.0007324679,0.000001159106,0.00005516975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938662,0.00002076368,0.000003938735,0.00027325,0.00002826624,0.0005211401,0.00001530321,0.00001890704,0.005252222],"genre_scores_gemma":[0.999639,0.00001473501,0.000004282309,0.00004650686,0.00002199307,0.00008484925,0.000004872493,0.000007145713,0.0001765727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1803646,"threshold_uncertainty_score":0.9856112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068905167495693,"score_gpt":0.3204099247935807,"score_spread":0.2997208731186237,"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."}}