{"id":"W2158756245","doi":"10.1109/tnsre.2002.806838","title":"The effects of long-term FES-assisted walking on intrinsic and reflex dynamic stiffness in spastic spinal-cord-injured subjects","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Neural Systems and Rehabilitation Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Functional electrical stimulation; Ankle; Physical medicine and rehabilitation; Stretch reflex; Reflex; Joint stiffness; Stiffness; Spinal cord injury; Medicine; Spastic; Torque; Gait; Physical therapy; Spinal cord; Electromyography; Stimulation; Physics; Structural engineering; Cerebral palsy; Surgery; Engineering; Anesthesia","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":[],"consensus_categories":[],"category_scores_codex":[0.00009952207,0.0001952782,0.0002381301,0.0003276954,0.0001289057,0.00004046503,0.00005068889,0.0000649451,7.868271e-7],"category_scores_gemma":[0.00003596041,0.0001592566,0.00005782539,0.0003908435,0.00005087685,0.0001102767,0.000001112917,0.0002239288,3.090968e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007505392,"about_ca_system_score_gemma":0.000001899122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001633188,"about_ca_topic_score_gemma":0.0000370036,"domain_scores_codex":[0.9990893,0.0000504613,0.000315798,0.0001891434,0.0001411537,0.0002141541],"domain_scores_gemma":[0.9988676,0.0008603321,0.00004313196,0.0001475585,0.00003076662,0.00005063886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007394972,0.00004613887,0.0001223601,0.00151463,0.00006079946,0.000003628618,0.0003917547,0.00505087,0.01419594,0.00003337172,0.000003714096,0.9785029],"study_design_scores_gemma":[0.0006331718,0.0007104909,0.9825264,0.0007803264,0.00002374908,0.00001256173,0.0001055859,0.01445723,0.0005446795,0.000002964012,0.000008282487,0.0001945584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957821,0.001219575,0.00148134,0.00006717186,0.0008448001,0.0004569781,0.000002239781,0.0001335268,0.00001224685],"genre_scores_gemma":[0.9994214,0.0003743375,0.000028942,0.000003528134,0.00001534476,0.0001143346,4.600912e-7,0.00002691655,0.00001477513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9824041,"threshold_uncertainty_score":0.6494297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007488035301910578,"score_gpt":0.2227604859827572,"score_spread":0.2152724506808466,"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."}}