{"id":"W4281295140","doi":"10.3389/fnagi.2022.845825","title":"Does Cognitive Training Improve Mobility, Enhance Cognition, and Promote Neural Activation?","year":2022,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministrstvo za Izobraževanje, Znanost in Šport; Javna Agencija za Raziskovalno Dejavnost RS; European Commission","keywords":"Cognition; Physical medicine and rehabilitation; Montreal Cognitive Assessment; Gait; Psychology; Executive functions; Cognitive training; Effects of sleep deprivation on cognitive performance; Neural correlates of consciousness; Medicine; Audiology; Physical therapy; Cognitive impairment; Neuroscience","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":[0.0003751141,0.0002795039,0.0005649792,0.0001897958,0.0001208009,0.0002939182,0.0002653446,0.0008775431,0.001222479],"category_scores_gemma":[0.0009165053,0.00007544076,0.0003133167,0.0001483836,0.0003907692,0.0002577664,0.0001211099,0.0003090252,0.0001384484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564068,"about_ca_system_score_gemma":0.0003319178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153716,"about_ca_topic_score_gemma":0.00294389,"domain_scores_codex":[0.9998919,0.00003183848,0.0000102059,0.00001890167,0.00001567275,0.00003146239],"domain_scores_gemma":[0.9997653,0.00008326428,0.00007013254,0.00001529603,0.00001675455,0.00004926386],"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":[0.0646529,0.02621882,0.06900568,0.006424461,0.002876908,0.0004430594,0.0004045685,0.000997852,0.05481509,0.0006786169,0.002168235,0.7713138],"study_design_scores_gemma":[0.006869699,0.07118521,0.9022006,0.001180252,0.002628066,0.0003187494,0.0004561787,0.001654091,0.007737419,0.00108267,0.004645583,0.00004148624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806578,0.01617594,0.0002604983,0.00150246,0.000115118,0.00007156016,0.00009093946,0.00001594431,0.001109823],"genre_scores_gemma":[0.9896062,0.008523001,0.0003968073,0.0006514293,0.0002893767,0.00006562283,0.00006460465,0.000002750432,0.0004001853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001222479,"threshold_uncertainty_score":0.004089653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609795602505064,"score_gpt":0.3412668894279856,"score_spread":0.3151689334029349,"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."}}