{"id":"W4405016421","doi":"10.3389/fnins.2024.1476730","title":"Combining motion performance with EEG for diagnosis of mild cognitive impairment: a new perspective","year":2024,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Montreal Cognitive Assessment; Cognitive impairment; Cognition; Physical medicine and rehabilitation; Population; Audiology; Medicine; Cerebrospinal fluid; Lumbar puncture; Balance (ability); Lumbar; Psychology; Internal medicine; Psychiatry; Surgery","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":[0.002942531,0.001477106,0.001498421,0.003888972,0.0002929179,0.002427581,0.001337714,0.001570284,0.002286165],"category_scores_gemma":[0.004438525,0.0003026807,0.0008558644,0.0018122,0.001123894,0.002809114,0.0009774906,0.001922385,0.001201498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007283259,"about_ca_system_score_gemma":0.0008178888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002970744,"about_ca_topic_score_gemma":0.003969073,"domain_scores_codex":[0.9989153,0.0003008553,0.0001291939,0.0002931039,0.0002989157,0.00006260298],"domain_scores_gemma":[0.9964398,0.001410329,0.0002985289,0.0002403813,0.001411425,0.0001996228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009373066,0.0002989571,0.1059585,0.002778476,0.0008948995,0.002095736,0.0004291616,0.0006728602,0.009894244,0.004679898,0.01923537,0.8521246],"study_design_scores_gemma":[0.0003991872,0.003409822,0.4324676,0.01020812,0.004076142,0.04841677,0.003699168,0.01861646,0.009636447,0.06398311,0.4043604,0.0007268412],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04386815,0.8741343,0.03974038,0.01725003,0.002887295,0.0001409366,0.001344271,0.000481226,0.02015343],"genre_scores_gemma":[0.3668165,0.5197781,0.07561867,0.007736675,0.02260943,0.0002949768,0.001774961,0.0001415622,0.00522919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003888972,"threshold_uncertainty_score":0.01556176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223696331659253,"score_gpt":0.3130021860587964,"score_spread":0.2907652227422039,"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."}}