{"id":"W4323971971","doi":"10.1038/s41398-023-02361-1","title":"Global prevalence of mild cognitive impairment among older adults living in nursing homes: a meta-analysis and systematic review of epidemiological surveys","year":2023,"lang":"en","type":"review","venue":"Translational Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beijing Municipal Science and Technology Commission; Beijing Talents Fund; Universidade de Macau","keywords":"CINAHL; Medicine; PsycINFO; Meta-analysis; Dementia; Gerontology; Epidemiology; MEDLINE; Systematic review; Cohort study; Psychological intervention; Psychiatry; Internal medicine; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006578104,0.0004818609,0.006887391,0.0005984221,0.00003433443,0.000008255952,0.0001779701,0.0002393812,0.0004346919],"category_scores_gemma":[0.0006068766,0.000320848,0.002964769,0.002312835,0.000262759,0.00007658537,0.00003130678,0.0003204275,0.000006474496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006005107,"about_ca_system_score_gemma":0.0003964605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004443567,"about_ca_topic_score_gemma":0.00005835635,"domain_scores_codex":[0.9919763,0.003415076,0.002590479,0.0006891962,0.0009744571,0.0003545375],"domain_scores_gemma":[0.9957541,0.002465314,0.0009945686,0.0002931257,0.0003354636,0.0001574647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002093302,0.0005421458,0.1187072,0.8429786,0.03498463,0.000003279853,0.00005195273,3.954392e-7,1.565809e-9,0.00004143318,0.00001252931,0.002656871],"study_design_scores_gemma":[0.0002427638,0.00009982086,0.356537,0.4407358,0.2021592,0.000007883269,0.00003974457,0.00001241031,9.49446e-9,0.00005359934,3.275742e-7,0.0001114896],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007289351,0.9912949,0.0007137262,0.0001316186,0.00004290963,0.00608156,0.0008350381,0.0000192241,0.0001520779],"genre_scores_gemma":[0.008959866,0.989692,0.000317381,0.00005021652,0.00002495104,0.0005283517,0.0003323965,0.00002470437,0.00007017511],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4022428,"threshold_uncertainty_score":0.9999244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08502790843038172,"score_gpt":0.4317370367909144,"score_spread":0.3467091283605326,"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."}}