{"id":"W2737407537","doi":"10.2174/1567205014666170725125621","title":"Spatiotemporal Gait Characteristics Associated with Cognitive Impairment: A Multicenter Cross-Sectional Study, the Intercontinental “Gait, cOgnitiOn &amp; Decline” Initiative","year":2017,"lang":"en","type":"article","venue":"Current Alzheimer Research","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Institute on Aging; Royal Hobart Hospital Research Foundation; Hospital Research Foundation","keywords":"Gait; Dementia; Cognition; STRIDE; Physical medicine and rehabilitation; Cognitive impairment; Cognitive decline; Medicine; Cross-sectional study; Psychology; Gait Disturbance; Audiology; Physical therapy; Psychiatry; Disease; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004489792,0.0003214145,0.0003788253,0.0002008236,0.004876168,0.0003940459,0.0006574295,0.000211807,0.0002445751],"category_scores_gemma":[0.001761984,0.0002278383,0.0001393017,0.0002102202,0.0008377578,0.0006439899,0.0008535031,0.002537301,0.0008851418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932847,"about_ca_system_score_gemma":0.0003647606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003388434,"about_ca_topic_score_gemma":0.002005853,"domain_scores_codex":[0.9937658,0.002451879,0.0008610527,0.0006464425,0.001304998,0.0009697806],"domain_scores_gemma":[0.9946364,0.001306747,0.0008902351,0.0005428932,0.002409808,0.0002139498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001351756,0.003536583,0.986616,0.00004525941,0.0008462215,0.00001029916,0.004114287,2.232793e-8,0.00005739045,0.00003122736,0.001224613,0.002166354],"study_design_scores_gemma":[0.007014591,0.000429507,0.9881065,0.0007902017,0.0002223073,0.000001588459,0.002089356,0.000210226,0.000006555174,0.0001816795,0.0006917032,0.0002557828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909785,0.0002475134,0.0001031875,0.0003433967,0.001407952,0.004461392,0.0007103434,0.00007879654,0.001668935],"genre_scores_gemma":[0.9955626,0.00007741644,0.00001296941,0.0001057885,0.0008394377,0.00112813,0.001823271,0.00005409445,0.0003962903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005662835,"threshold_uncertainty_score":0.9998928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.29923187009084,"score_gpt":0.5227466187893272,"score_spread":0.2235147486984872,"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."}}