{"id":"W7116658373","doi":"10.1177/13872877251405290","title":"Diagnostic accuracy of Alzheimer's Questionnaire in identifying dementia among Filipinos in a tertiary hospital","year":2025,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Diagnostic accuracy; Medical diagnosis; Montreal Cognitive Assessment; Cognition; Cognitive impairment; Cohort; Retrospective cohort study","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":[0.001455632,0.0003481373,0.0002147151,0.001724773,0.0005294257,0.0005865965,0.0004432481,0.0003931813,0.0009092967],"category_scores_gemma":[0.005591704,0.0001765188,0.0002737065,0.0006752663,0.0003292804,0.0004079352,0.0005596075,0.0003359386,0.0001870629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006175517,"about_ca_system_score_gemma":0.0004341634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0127607,"about_ca_topic_score_gemma":0.01623947,"domain_scores_codex":[0.9994333,0.0001652719,0.00008108335,0.00007505487,0.0001053038,0.0001398568],"domain_scores_gemma":[0.9985298,0.000416232,0.0005173995,0.00007063329,0.0002459478,0.0002199355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000244566,0.00002088388,0.9988422,0.0000044982,0.000005411684,0.00004882273,0.00008051794,0.00001261335,0.0000432075,0.000003808358,0.00003611151,0.0008775123],"study_design_scores_gemma":[0.000003859035,0.00005424979,0.9989805,0.00001077031,0.000008837397,0.0001321333,0.0003612145,0.0003216795,0.00005327264,0.00001051037,0.00005949072,0.000003397457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994363,0.0000833542,0.00002548169,0.0000477097,0.000004422517,0.00001064166,0.0001026118,0.000002402359,0.0002869932],"genre_scores_gemma":[0.9997324,0.00004315438,0.00006555954,0.00001303794,0.000004977967,0.000006931798,0.00008903937,3.578391e-7,0.00004449903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127607,"threshold_uncertainty_score":0.02537286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493519647223313,"score_gpt":0.3290485676773465,"score_spread":0.3141133712051134,"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."}}