{"id":"W4394925462","doi":"10.54254/2753-7048/45/20230228","title":"The Prevalence of Mild Cognitive Impairment in Elders in Chongqing, China","year":2024,"lang":"en","type":"article","venue":"Lecture Notes in Education Psychology and Public Media","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Beijing; Cognitive impairment; Dementia; Gerontology; Cognition; China; Medicine; Incidence (geometry); Psychology; Demography; Geography; Psychiatry; Internal medicine; Disease; Sociology","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":[0.0008528723,0.0001073045,0.0001489499,0.0005156916,0.00003041091,0.00002601906,0.0000902246,0.0001216349,0.0003586799],"category_scores_gemma":[0.0009994589,0.00007569416,0.00002902174,0.0007326835,0.000250296,0.00008501554,0.00002319921,0.0005088785,0.000006325244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004303081,"about_ca_system_score_gemma":0.0003987904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005905802,"about_ca_topic_score_gemma":0.0003692212,"domain_scores_codex":[0.9987416,0.0002033299,0.0002802125,0.0003048829,0.0001772746,0.0002927549],"domain_scores_gemma":[0.9989364,0.0007546275,0.00003716229,0.0001321682,0.00006226305,0.00007741719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001380809,0.0004944262,0.7506223,0.0002980534,0.00001936096,0.000008707676,0.003553323,2.515016e-7,0.00009141545,0.000192627,0.0002349697,0.2443465],"study_design_scores_gemma":[0.0009816795,0.0002074288,0.9914476,0.0005387348,0.0000160274,0.00002714809,0.0004116485,0.00004528282,0.0002172877,0.005286936,0.0007541793,0.00006604227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615528,0.01446158,0.0002479613,0.02081851,0.0006834817,0.0005921165,0.000004588111,0.00001069975,0.001628268],"genre_scores_gemma":[0.99436,0.004281669,0.00005525372,0.0009228052,0.00008628472,0.0001799837,0.0000233438,0.00000817505,0.00008248962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2442804,"threshold_uncertainty_score":0.3927293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736077488819673,"score_gpt":0.3748510228093649,"score_spread":0.3574902479211682,"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."}}