{"id":"W7124158355","doi":"10.5327/1516-3180.cpn.2223","title":"Assessment of cognitive function using Altoida DNS: Clinical reliability and comparison with Mini-Mental State Examination and Montreal Cognitive Assessment","year":2025,"lang":"","type":"article","venue":"","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Neuropsychology; Reliability (semiconductor); Neuropsychological assessment; Cognitive Assessment System; Mini–Mental State Examination; Perception; Cognitive decline","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":[0.001406936,0.0004011247,0.0004731549,0.001782488,0.0002260146,0.000472405,0.0002946393,0.0002185177,0.001000657],"category_scores_gemma":[0.003516036,0.0001636375,0.0004297548,0.0007356051,0.0002791327,0.0003498351,0.0006548854,0.0001859256,0.0002740941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623243,"about_ca_system_score_gemma":0.0003674037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637764,"about_ca_topic_score_gemma":0.005339549,"domain_scores_codex":[0.9991941,0.0002059617,0.0001307842,0.000132623,0.0002981307,0.00003844737],"domain_scores_gemma":[0.997872,0.00054053,0.0005467008,0.0001370042,0.0007438037,0.0001599682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004256497,0.00008029509,0.9813411,0.0000349625,0.0000873289,0.00004425925,0.0001074699,0.0001183742,0.0008970067,0.00003942386,0.0002522274,0.01657181],"study_design_scores_gemma":[0.00004255891,0.0005062398,0.996618,0.0000167975,0.00006517604,0.0004049494,0.0001453372,0.00104187,0.0005300625,0.00006009958,0.0005581276,0.00001090596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951179,0.0005252736,0.001258456,0.00003310993,0.0000199711,0.0001243725,0.0006050918,0.00003521949,0.002280748],"genre_scores_gemma":[0.9967989,0.0001987563,0.001748161,0.00001978581,0.00001611993,0.00007890938,0.0006540673,0.000003647894,0.0004816174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002637764,"threshold_uncertainty_score":0.007440686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09625344202190717,"score_gpt":0.4663651360459526,"score_spread":0.3701116940240454,"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."}}