{"id":"W4390201314","doi":"10.1002/alz.076293","title":"Prevalence of mild cognitive impairment in an urban, community dwelling, elderly population and its association with Serum Vitamin B12 levels in South India.","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vitamin B12; Cognition; Population; Cognitive impairment; Disease; Gerontology; Montreal Cognitive Assessment; Environmental health; Internal 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":[0.0001732361,0.0001850312,0.000233289,0.001218319,0.0006092245,0.0005452548,0.0003283244,0.0004186212,0.001334625],"category_scores_gemma":[0.0005235152,0.0003260094,0.0002853829,0.001240785,0.0003670212,0.0002812602,0.0003588105,0.0004270159,0.0002608564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298686,"about_ca_system_score_gemma":0.0003906271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01882359,"about_ca_topic_score_gemma":0.01819887,"domain_scores_codex":[0.9997811,0.00003094738,0.00003967542,0.00004788682,0.00005733489,0.00004310186],"domain_scores_gemma":[0.9994747,0.00007305369,0.0002133754,0.00002579555,0.00007466881,0.0001383793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003556629,0.00007133323,0.9979982,0.00003075779,0.00001995499,0.0002646986,0.0002859556,0.00001420601,0.0002673118,0.00001104405,0.0001127737,0.0008880374],"study_design_scores_gemma":[0.000002030149,0.00008305584,0.998676,0.000005439301,0.00001160608,0.0005580332,0.0005213008,0.00003955179,0.00002334858,0.00001094,0.00006554669,0.000002973416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991566,0.0001719165,0.00002063278,0.00005161209,0.000003888511,0.000009087238,0.0002321715,0.000003965172,0.0003501827],"genre_scores_gemma":[0.9994307,0.0001550497,0.00004495911,0.00003718018,0.000007457119,0.000007746217,0.0001604032,6.122081e-7,0.0001557554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882359,"threshold_uncertainty_score":0.03742808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04449449954536441,"score_gpt":0.3230982588804973,"score_spread":0.2786037593351329,"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."}}