{"id":"W2897506268","doi":"10.1159/000492931","title":"Mild Cognitive Impairment Affects Obstacle Negotiation in Older Adults: Results from “Gait and Brain Study”","year":2018,"lang":"en","type":"article","venue":"Gerontology","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"Gait; Physical medicine and rehabilitation; Cognition; Psychology; Obstacle; Poison control; Task (project management); Fear of falling; Preferred walking speed; Cognitive decline; Injury prevention; Physical therapy; Medicine; Dementia; Psychiatry; Disease; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006353113,0.0001607984,0.0003144185,0.00009394282,0.0002604824,0.000004977767,0.00008670526,0.0002718281,0.00005772331],"category_scores_gemma":[0.000313127,0.0001519428,0.00002782203,0.0001179191,0.00009308731,0.0001353375,0.00009465293,0.0003258754,0.0001794945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153808,"about_ca_system_score_gemma":0.0000677774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003664291,"about_ca_topic_score_gemma":0.04848705,"domain_scores_codex":[0.9973393,0.001103362,0.0004592472,0.0005038019,0.0001224522,0.0004718261],"domain_scores_gemma":[0.9983962,0.0009425746,0.0002556616,0.0002150312,0.0001016072,0.00008892856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005630918,0.003247795,0.7756822,0.0001478135,0.0001373169,0.00004368615,0.1703654,1.12449e-7,0.0005814646,0.0001639036,0.02245658,0.02154288],"study_design_scores_gemma":[0.01480042,0.0007329669,0.966423,0.0003540929,0.00002361001,0.000001018067,0.01682447,0.0001557298,0.000004822205,0.0002986107,0.0002413317,0.0001399079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938974,0.0002706383,0.0001495615,0.001192205,0.0007971367,0.00197198,0.00009890938,0.00006473433,0.00155739],"genre_scores_gemma":[0.9974775,0.00002396009,0.0001293041,0.001139611,0.0003600629,0.000198266,0.0001784825,0.00001591365,0.0004769407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1907409,"threshold_uncertainty_score":0.9688756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02965773031038173,"score_gpt":0.3640036221775588,"score_spread":0.3343458918671771,"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."}}