{"id":"W4412034802","doi":"10.1093/ageing/afaf133.108","title":"3153 Comparison of Free-Cog with the Mini-Mental State Examination and Lawton-Brody functional scales","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Cog; Medicine; Mini–Mental State Examination; Clinical psychology; Psychiatry; Cognition; Artificial intelligence; Cognitive impairment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00256152,0.0003431364,0.0006108182,0.001455387,0.0002300226,0.0007496361,0.0004349395,0.0004077826,0.005937674],"category_scores_gemma":[0.01165926,0.0001955917,0.0007302382,0.0006683888,0.0002436941,0.0005365259,0.0005444527,0.0003207927,0.001295015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000446115,"about_ca_system_score_gemma":0.0002879995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002740379,"about_ca_topic_score_gemma":0.003443316,"domain_scores_codex":[0.9984657,0.0007127858,0.0002408185,0.0001963892,0.0002896118,0.00009480077],"domain_scores_gemma":[0.995707,0.00209499,0.0008166878,0.0002735525,0.0007781416,0.000329715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004514406,0.0001776075,0.9834189,0.00004880069,0.0005860683,0.00005276285,0.00006012866,0.000266162,0.0002153725,0.00004361285,0.001037915,0.009578309],"study_design_scores_gemma":[0.0001922223,0.001232514,0.9958003,0.00001698401,0.0001131756,0.0001727146,0.00006292291,0.001618645,0.0002128308,0.00008239891,0.0004815109,0.00001372502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966069,0.0003474677,0.0003973819,0.00003091757,0.00002847277,0.00004853355,0.001348824,0.00002133438,0.001170073],"genre_scores_gemma":[0.9962384,0.00005840836,0.0004424085,0.00002766108,0.00002264195,0.00005618347,0.002556524,0.000005031488,0.0005927157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005937674,"threshold_uncertainty_score":0.01986349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563289515499089,"score_gpt":0.2969924251994055,"score_spread":0.2813595300444146,"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."}}