{"id":"W2175915319","doi":"10.1111/ene.12908","title":"Gait as a biomarker of cognitive impairment and dementia syndromes. Quo vadis?","year":2015,"lang":"en","type":"letter","venue":"European Journal of Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; Western University; Ontario Ministry of Research, Innovation and Science","keywords":"Medicine; Dementia; Cognitive impairment; Biomarker; Gait; Physical medicine and rehabilitation; Cognition; Psychiatry; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001729265,0.0007079196,0.001528969,0.001215625,0.001257632,0.002433925,0.001299878,0.0192704,0.01562661],"category_scores_gemma":[0.01715611,0.0004161092,0.0007475134,0.0008444766,0.001096169,0.002989909,0.0006973416,0.01264338,0.01123986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394945,"about_ca_system_score_gemma":0.0009885546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003330424,"about_ca_topic_score_gemma":0.005907991,"domain_scores_codex":[0.9988048,0.0003612737,0.0002414319,0.0001375077,0.0003386506,0.000116337],"domain_scores_gemma":[0.995277,0.002504108,0.0003121343,0.0001436487,0.001193271,0.0005698373],"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":[0.0001165294,0.00004132227,0.002035892,0.00009953308,0.00002057953,0.002390276,0.00003914191,0.00002960843,0.0001822892,0.0008624635,0.9725654,0.0216169],"study_design_scores_gemma":[0.0007612967,0.0002813643,0.01388595,0.003005642,0.0001822083,0.01903781,0.0008239312,0.001647631,0.0007405719,0.02245671,0.9369573,0.000219553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005161377,0.004367444,0.0001096855,0.9545869,0.03557309,0.00001673428,0.0002011212,0.00004908639,0.00457981],"genre_scores_gemma":[0.01450309,0.008176183,0.0007358372,0.6824061,0.2749441,0.00008586236,0.0002116116,0.00005915591,0.01887809],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0192704,"threshold_uncertainty_score":0.05227619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759055904147102,"score_gpt":0.307506100802648,"score_spread":0.269915541761177,"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."}}