{"id":"W4413473866","doi":"10.1080/23279095.2025.2539990","title":"Prognostic utility of the Montreal Cognitive Assessment","year":2025,"lang":"en","type":"article","venue":"Applied Neuropsychology Adult","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Montreal Cognitive Assessment; Receiver operating characteristic; Medicine; Internal medicine; Logistic regression; Odds; Area under the curve; Odds ratio; Cognition; Cognitive impairment; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002645551,0.0005674401,0.0004130113,0.001660287,0.000249486,0.0007658788,0.0004654095,0.0004656616,0.0009753717],"category_scores_gemma":[0.0160375,0.0001450986,0.0005955759,0.0009192619,0.0002285489,0.000550355,0.0004896006,0.000460627,0.0001876793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005862564,"about_ca_system_score_gemma":0.0006095085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599692,"about_ca_topic_score_gemma":0.01949162,"domain_scores_codex":[0.9989762,0.0003476008,0.0001377493,0.0001958401,0.0002367463,0.0001057951],"domain_scores_gemma":[0.9956121,0.001091576,0.001515021,0.0002593856,0.00110647,0.0004153432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002522968,0.00001256875,0.9922152,0.0000105221,0.0001389694,0.00002632091,0.00001799395,0.0003043779,0.00006182793,0.00004306347,0.0003191283,0.006597731],"study_design_scores_gemma":[0.00002075043,0.0002545794,0.9939058,0.00002154183,0.0001421066,0.0002456367,0.00003910429,0.004445695,0.0001968853,0.0002176395,0.0004894601,0.00002079183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920464,0.002181217,0.0009287705,0.000262534,0.00004109508,0.0000279156,0.0024107,0.00005880729,0.002042701],"genre_scores_gemma":[0.9984263,0.0001578772,0.0003654136,0.00002660088,0.00002268737,0.000009339557,0.0008549448,0.0000024156,0.0001343997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01599692,"threshold_uncertainty_score":0.0318076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262996141837322,"score_gpt":0.3425819521090777,"score_spread":0.3299519906907045,"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."}}