{"id":"W6888476308","doi":"10.19428/j.cnki.sjpm.2023.22973","title":"Status and associated factors of mild cognitive impairment among the elderly in Shanghai community","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Logistic regression; Activities of daily living; Cognition; Anxiety; Elderly people; Socioeconomic status; Montreal Cognitive Assessment; Low income","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":[0.0003123263,0.0003744158,0.0002344414,0.001027097,0.0007274914,0.0005050722,0.0001714665,0.0002361104,0.001458406],"category_scores_gemma":[0.0006520675,0.0001758542,0.0002547185,0.0008549205,0.0002539677,0.0002782038,0.0003460243,0.0002627243,0.0001056895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003872315,"about_ca_system_score_gemma":0.0005169713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04874286,"about_ca_topic_score_gemma":0.05438693,"domain_scores_codex":[0.9998178,0.0000303685,0.00002021459,0.0000283947,0.00004265404,0.00006052679],"domain_scores_gemma":[0.999564,0.00002390008,0.000158191,0.00001366064,0.00006697583,0.0001731722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004680047,0.00003732932,0.9975879,0.00002984469,0.00002862523,0.0001669284,0.0002135205,0.00002463863,0.0001242951,0.00001748054,0.000182929,0.001539865],"study_design_scores_gemma":[0.000002288745,0.00003917153,0.9993706,0.000008278827,0.00001516085,0.00009351998,0.0002955098,0.00005770848,0.0000134109,0.00001611975,0.00008574464,0.000002479313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988008,0.0006385861,0.00001806501,0.00009379642,0.000008978127,0.000004851639,0.0001380403,0.000002523587,0.0002944877],"genre_scores_gemma":[0.9993175,0.0002920883,0.00002163179,0.00002680382,0.00001427828,0.000003299781,0.0001467715,4.398768e-7,0.0001771747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04874286,"threshold_uncertainty_score":0.09691828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2368573639170177,"score_gpt":0.5442300324552842,"score_spread":0.3073726685382665,"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."}}