{"id":"W3201379010","doi":"10.35755/jmedassocthai.2021.09.12332","title":"Screening Tests for Cognitive Impairment in Elderly Thai Adults: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Journal of the Medical Association of Thailand","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Checklist; MEDLINE; Dementia; Test (biology); Cognitive test; Scopus; Population; Medicine; Cognition; Montreal Cognitive Assessment; Cognitive impairment; Psychology; Clinical psychology; Gerontology; Psychiatry; Pathology; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006935987,0.001249339,0.00622566,0.01039559,0.000731617,0.002169003,0.002101862,0.001808312,0.003215134],"category_scores_gemma":[0.03666522,0.0008311713,0.005183267,0.01189938,0.000772976,0.002321956,0.001120161,0.0009024909,0.0002455256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003020076,"about_ca_system_score_gemma":0.010138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008797119,"about_ca_topic_score_gemma":0.02735643,"domain_scores_codex":[0.9942147,0.001486524,0.002536515,0.0003771526,0.001220749,0.0001642696],"domain_scores_gemma":[0.9637474,0.02613739,0.006301703,0.0003497004,0.0031198,0.0003440585],"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":[0.0001558112,0.00001807266,0.001318288,0.9605873,0.004503072,0.0001132166,0.000223645,0.00004936711,0.00008418484,0.00006924691,0.001027476,0.03185037],"study_design_scores_gemma":[0.0002105319,0.0002630989,0.008154623,0.9232922,0.056283,0.0005648205,0.0004508206,0.0001030673,0.0001821201,0.0001410423,0.01031353,0.00004115787],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001880119,0.9967168,0.0001220379,0.0001778174,0.00007908361,0.0003787548,0.0003883605,0.000007851582,0.0002490367],"genre_scores_gemma":[0.02115127,0.9763105,0.0007059262,0.0004513879,0.00008772747,0.0008510987,0.0003368838,0.000004582418,0.0001006462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01039559,"threshold_uncertainty_score":0.03668141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039059201963279,"score_gpt":0.3814217113724885,"score_spread":0.3510311193528557,"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."}}