{"id":"W3128816176","doi":"10.1109/tnsre.2021.3057785","title":"Identification of Central and Stretch Reflex Contributions to Human Postural Control","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Neural Systems and Rehabilitation Engineering","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Ankle; Torque; Kinematics; Control theory (sociology); Stretch reflex; Physical medicine and rehabilitation; Reflex; Joint stiffness; Stiffness; Computer science; Electromyography; Engineering; Control (management); Psychology; Physics; Medicine; Anatomy; Artificial intelligence; Neuroscience","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":[0.0004502832,0.0007089481,0.0006765817,0.0004239009,0.0001831796,0.0003490637,0.0003243131,0.0003044652,0.0009286715],"category_scores_gemma":[0.001759447,0.0003280125,0.0003082184,0.0002706909,0.0002237865,0.0003452636,0.0005242167,0.0003985676,0.0002076353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370617,"about_ca_system_score_gemma":0.0003201209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486199,"about_ca_topic_score_gemma":0.002246823,"domain_scores_codex":[0.9996827,0.00006287031,0.00001986803,0.0001011928,0.0001085225,0.00002477509],"domain_scores_gemma":[0.9996413,0.0001582133,0.0000486229,0.00004986657,0.00008366632,0.00001835505],"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":[0.0004589196,0.000190131,0.008598956,0.0005659588,0.0001686042,0.0002072867,0.0002170213,0.03529452,0.6593112,0.0004680632,0.0001900831,0.2943293],"study_design_scores_gemma":[0.00005512934,0.0007863295,0.066726,0.0000394234,0.0001069906,0.0006087582,0.00008207631,0.8364255,0.09327807,0.001216118,0.000611033,0.00006454794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4495506,0.0006676838,0.5481504,0.00004189392,0.00003341066,0.00007667252,0.00009360202,0.0004991653,0.0008866732],"genre_scores_gemma":[0.9272488,0.000265911,0.07142669,0.00001329149,0.00003114195,0.00007038263,0.00009050316,0.00004438664,0.0008088474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001486199,"threshold_uncertainty_score":0.003106713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051757879010897,"score_gpt":0.3194256451848724,"score_spread":0.3089080663947635,"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."}}