{"id":"W4309496320","doi":"10.1002/hbm.26151","title":"Turning and multitask gait unmask gait disturbance in mild‐to‐moderate multiple sclerosis: Underlying specific cortical thinning and connecting fibers damage","year":2022,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Tokyo Medical and Dental University; Northern California Institute for Research and Education; F. Hoffmann-La Roche; University of Southern California; Pfizer; Biogen; BioClinica; Nakayama Foundation for Human Science; Novartis Pharmaceuticals Corporation; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; Meso Scale Diagnostics; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Gait; Multiple sclerosis; Physical medicine and rehabilitation; Neuroscience; Thinning; Psychology; Medicine; Biology; Ecology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017592,0.0003704422,0.0006671062,0.000520557,0.002372608,0.000221751,0.00019114,0.00007302316,0.00008452839],"category_scores_gemma":[0.001769753,0.0004020295,0.00007767984,0.0005674493,0.00024356,0.0002146577,0.0007644511,0.001295717,0.000004332166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003820621,"about_ca_system_score_gemma":0.00003864887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002159238,"about_ca_topic_score_gemma":0.0001468054,"domain_scores_codex":[0.9964148,0.0004149447,0.0006365399,0.0009890524,0.0006394925,0.0009052124],"domain_scores_gemma":[0.9974077,0.001657024,0.0001494906,0.0003729126,0.00007739935,0.000335519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003438401,0.0001622356,0.1287376,0.0004681662,0.0001606225,0.0001644843,0.03852739,0.002624962,0.8215756,0.0003865523,0.001353579,0.005494862],"study_design_scores_gemma":[0.004235399,0.0001973474,0.9372374,0.001190106,0.0000178216,0.0000234432,0.02562573,0.02947074,0.0002007772,0.00009323498,0.001240141,0.0004678787],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938655,0.00117258,0.0009710118,0.002173347,0.00009197633,0.001068527,0.00001921982,0.0001552124,0.0004826172],"genre_scores_gemma":[0.9941538,0.00008609382,0.004232019,0.001003796,0.000109772,0.0001702167,0.00003246162,0.00006543054,0.0001464134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8213749,"threshold_uncertainty_score":0.9998432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.152571872965374,"score_gpt":0.3257546069856349,"score_spread":0.1731827340202609,"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."}}