{"id":"W4412014592","doi":"10.1093/brain/awaf247","title":"Reply: Critical considerations on neural mediators of dual-task gait and dementia risk in mild cognitive impairment","year":2025,"lang":"en","type":"article","venue":"Brain","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Parkwood Institute; Lawson Health Research Institute; Western University","funders":"","keywords":"Dementia; Gait; Physical medicine and rehabilitation; Cognitive impairment; Cognition; Task (project management); Psychology; Medicine; Cognitive psychology; Neuroscience; Disease","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":[0.007502016,0.00108251,0.002109175,0.001075713,0.002870896,0.003184077,0.002791995,0.0337828,0.008307438],"category_scores_gemma":[0.04434292,0.000819713,0.001475602,0.0009983396,0.003018254,0.003748078,0.002701666,0.04093512,0.004541724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654179,"about_ca_system_score_gemma":0.004243746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008246083,"about_ca_topic_score_gemma":0.009845141,"domain_scores_codex":[0.9979026,0.0007019507,0.0004777746,0.0003275792,0.0003480048,0.0002421057],"domain_scores_gemma":[0.9744051,0.0174704,0.0008429632,0.0008654656,0.005080067,0.001335929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001805552,0.00005325633,0.001451094,0.0001922946,0.00006739246,0.0002981087,0.0001816649,0.00004346216,0.0001353329,0.00115522,0.9885356,0.007705998],"study_design_scores_gemma":[0.0009144153,0.0002621451,0.01406708,0.001869873,0.0003919843,0.001665978,0.002692352,0.0006108689,0.0005505835,0.01887786,0.9577843,0.0003125755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004812696,0.002435532,0.0001192524,0.9497084,0.04647724,0.00002082368,0.0002355671,0.00001840068,0.0005034129],"genre_scores_gemma":[0.003644293,0.002133353,0.0002832639,0.9224879,0.06902795,0.00009667662,0.00009854993,0.00001571393,0.002212217],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0337828,"threshold_uncertainty_score":0.03967494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101641817960216,"score_gpt":0.3705635684950601,"score_spread":0.349547150315458,"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."}}