{"id":"W3084780298","doi":"10.1371/journal.pone.0238690","title":"Cognition and motor function: The gait and cognition pooled index","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; Ontario Ministry of Research and Innovation; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; University of Southern California; Eli Lilly and Company; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; Consortium canadien en neurodégénérescence associée au vieillissement; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Cog; Dementia; Cognition; Physical medicine and rehabilitation; Proxy (statistics); Cognitive decline; Gait; Psychology; Medicine; Audiology; Disease; Internal medicine; Statistics; Neuroscience; Artificial intelligence; Mathematics; Computer science","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":[0.02465713,0.001697747,0.003667611,0.007833228,0.0004509896,0.002328953,0.001381644,0.001044913,0.002747929],"category_scores_gemma":[0.06660994,0.0003959338,0.006141191,0.00524787,0.0004661203,0.001622758,0.001906625,0.0009403626,0.0006950423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392295,"about_ca_system_score_gemma":0.001534667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014827,"about_ca_topic_score_gemma":0.002373412,"domain_scores_codex":[0.9861638,0.006216617,0.002043674,0.001452396,0.003769301,0.000354173],"domain_scores_gemma":[0.973709,0.01396968,0.00461845,0.002972648,0.004155418,0.0005749305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01667876,0.00079835,0.7062803,0.002678591,0.04222619,0.0002358931,0.0004050636,0.007834535,0.002387777,0.001537555,0.009269665,0.2096674],"study_design_scores_gemma":[0.001186058,0.009274089,0.9245633,0.0007190102,0.02073796,0.001006562,0.000386148,0.02343592,0.002519888,0.005297247,0.01058011,0.0002936572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8183312,0.02166941,0.1021736,0.001231708,0.00102179,0.004881489,0.03244964,0.001213334,0.01702785],"genre_scores_gemma":[0.9480072,0.001307383,0.03503105,0.0002913819,0.000347203,0.003140097,0.01049392,0.000134618,0.001247148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02465713,"threshold_uncertainty_score":0.130401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04847983289532221,"score_gpt":0.2605604157099159,"score_spread":0.2120805828145937,"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."}}