{"id":"W2123564676","doi":"10.1016/j.clinph.2012.04.024","title":"The effects of wide pulse neuromuscular electrical stimulation on elbow flexion torque in individuals with chronic hemiparetic stroke","year":2012,"lang":"en","type":"article","venue":"Clinical Neurophysiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Public Health Service","keywords":"Stimulation; Biceps; Electromyography; Physical medicine and rehabilitation; Medicine; Elbow; Stroke (engine); Pulse (music); Spinal cord injury; Stretch reflex; Reflex; Rehabilitation; Psychology; Physical therapy; Spinal cord; Neuroscience; Physics; Anesthesia; Anatomy; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001578078,0.0001718467,0.0003360758,0.00009188199,0.00006341808,0.000006967234,0.0001496125,0.0001079418,0.000004427033],"category_scores_gemma":[0.0006863782,0.0001173697,0.0001034244,0.0003160298,0.000156209,0.00006801159,0.00002938133,0.0004756623,0.00000450184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003239965,"about_ca_system_score_gemma":0.00001652783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003075749,"about_ca_topic_score_gemma":0.000002781076,"domain_scores_codex":[0.9984797,0.0003253986,0.0004246742,0.0002063956,0.0001435051,0.0004203718],"domain_scores_gemma":[0.9961988,0.003335675,0.00008207304,0.0002802717,0.00002836914,0.00007480717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001318968,0.001630039,0.5145842,0.0005649289,0.000721692,0.0000265394,0.0002748882,0.03327826,0.2482238,0.003493762,0.00160864,0.1942743],"study_design_scores_gemma":[0.0007493636,0.002005457,0.9901872,0.0000257206,0.00002278548,0.000001016819,0.000001619028,0.001604776,0.004465505,0.00008906941,0.000727516,0.0001199903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985398,0.0003767943,0.000102786,0.00007882128,0.0004143743,0.0003082979,0.00000100529,0.00006696962,0.0001111635],"genre_scores_gemma":[0.9987959,0.0007151915,0.00002509003,0.0002070743,0.0001731257,0.00004422455,0.000004574457,0.00002689472,0.000007918962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.475603,"threshold_uncertainty_score":0.4786199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173196075863216,"score_gpt":0.2668027067667804,"score_spread":0.2550707460081482,"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."}}