{"id":"W4389448973","doi":"10.30574/wjarr.2023.20.3.2480","title":"Comparative accuracy of screening instruments for Alzheimer’s disease: Systematic review and meta-analysis","year":2023,"lang":"en","type":"article","venue":"World Journal of Advanced Research and Reviews","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Dementia; Cognitive impairment; Meta-analysis; Neuropsychology; Medicine; Cognitive decline; Cognition; Disease; Internal medicine; Mini–Mental State Examination; Gerontology; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005894272,0.0001592213,0.002948406,0.0009651217,0.0001433139,0.00003118249,0.0001512501,0.00001599018,0.0001305649],"category_scores_gemma":[0.001562723,0.00008747294,0.000759261,0.002052672,0.0001992522,0.0002178245,0.0001086629,0.00031126,0.000005158474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001554808,"about_ca_system_score_gemma":0.00008685794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001306979,"about_ca_topic_score_gemma":0.000004819223,"domain_scores_codex":[0.9968294,0.0006519036,0.001135081,0.0002139301,0.0008252744,0.0003444037],"domain_scores_gemma":[0.9967376,0.000867516,0.0006258893,0.0002411867,0.001096029,0.0004318072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001721768,0.0006779977,0.005175552,0.70933,0.253198,0.0001329123,0.0003583556,0.00001001355,0.000910488,0.0003527077,0.01018512,0.01794709],"study_design_scores_gemma":[0.003648778,0.002525732,0.01469389,0.05087614,0.9026467,0.00006637042,0.000828202,0.0001673979,0.0008213918,0.0007787843,0.02259497,0.0003517011],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003700302,0.9873174,0.0002902907,0.003428504,0.00001300812,0.005051737,0.00003456612,0.000005218657,0.0001590016],"genre_scores_gemma":[0.1802197,0.8091874,0.004421964,0.0004365732,0.00004458137,0.0006132773,0.00003949634,0.00002199647,0.005015051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6584539,"threshold_uncertainty_score":0.3567043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3119362037850721,"score_gpt":0.5127387072711825,"score_spread":0.2008025034861105,"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."}}