{"id":"W4327844772","doi":"10.1002/alz.13040","title":"Accuracy of the Montreal Cognitive Assessment tool for detecting mild cognitive impairment: A systematic review and meta‐analysis","year":2023,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; McGill University; Jewish General Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Montreal Cognitive Assessment; Meta-analysis; Confidence interval; PsycINFO; Medicine; Publication bias; Cutoff; Cognitive impairment; Bivariate analysis; Systematic review; Internal medicine; Cognition; MEDLINE; Statistics; Psychiatry; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03872002,0.002806888,0.0165556,0.009356483,0.000826939,0.004457281,0.00278069,0.002397432,0.002978372],"category_scores_gemma":[0.1122081,0.001752482,0.0260182,0.008212781,0.001362587,0.002742881,0.001633549,0.001454963,0.0002814673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004386904,"about_ca_system_score_gemma":0.006375099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007485472,"about_ca_topic_score_gemma":0.01725214,"domain_scores_codex":[0.9746289,0.01298835,0.006721572,0.002081028,0.003145035,0.0004351082],"domain_scores_gemma":[0.9272052,0.05553253,0.01170721,0.001709623,0.003509793,0.0003357101],"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":[0.001005491,0.00001979695,0.006354732,0.7390605,0.2289353,0.00008748981,0.0001300757,0.0004001725,0.0002052757,0.0002084102,0.0007928709,0.02279997],"study_design_scores_gemma":[0.0008459206,0.0004155083,0.009989344,0.2111516,0.7721958,0.0002209663,0.00008446912,0.0003001495,0.0003377682,0.0005425482,0.00385393,0.00006205944],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002966247,0.9950336,0.000538357,0.0002890582,0.0001127718,0.0004042956,0.0004137658,0.00001869948,0.0002232035],"genre_scores_gemma":[0.1268745,0.8630723,0.005006033,0.001091573,0.0004320438,0.00266935,0.0006350721,0.00002997852,0.0001891372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03872002,"threshold_uncertainty_score":0.2047735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09998264698569558,"score_gpt":0.420243509251432,"score_spread":0.3202608622657364,"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."}}