{"id":"W2470210172","doi":"10.1038/srep28374","title":"The role of environmental constraints in walking: Effects of steering and sharp turns on gait dynamics","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Laboratory for Brain, Music and Sound Research","funders":"FP7 Information and Communication Technologies","keywords":"Gait; STRIDE; Control theory (sociology); Constant (computer programming); Computer science; Physical medicine and rehabilitation; Simulation; Mathematics; Control (management); Artificial intelligence; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002771486,0.0002820932,0.0002678245,0.0002617213,0.0001648514,0.0003596084,0.0001190314,0.0002582611,0.001173025],"category_scores_gemma":[0.002382238,0.0002224989,0.0001987735,0.0001500593,0.000321519,0.0002099902,0.0005147193,0.0001946531,0.00008677609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009136853,"about_ca_system_score_gemma":0.0001803354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336736,"about_ca_topic_score_gemma":0.002341723,"domain_scores_codex":[0.9997758,0.00007061999,0.00002219927,0.00004598246,0.00003918214,0.00004621494],"domain_scores_gemma":[0.998951,0.0005226433,0.0002150621,0.00008891124,0.00005503761,0.0001673266],"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":[0.009541536,0.00123013,0.3042912,0.0008097344,0.0007694619,0.0007462536,0.001766684,0.007240189,0.5969965,0.0004251867,0.0002756866,0.07590747],"study_design_scores_gemma":[0.00002669849,0.000936799,0.9932171,0.00001290297,0.00008244633,0.000111598,0.0002313937,0.001486095,0.003580336,0.000172788,0.0001270951,0.00001490349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991583,0.000106198,0.0004499886,0.00001446506,0.000002997355,0.000006235698,0.00002836114,0.000004783288,0.0002286825],"genre_scores_gemma":[0.999708,0.00002707248,0.0001769372,0.000008902245,0.000002178838,0.000007084357,0.0000225108,0.000002314359,0.00004491389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001336736,"threshold_uncertainty_score":0.003924131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006511711163979915,"score_gpt":0.2679572854421515,"score_spread":0.2614455742781716,"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."}}