{"id":"W3009338868","doi":"10.1038/s41598-020-61117-9","title":"Investigating the Muscular and Kinematic Responses to Sudden Wrist Perturbations During a Dynamic Tracking Task","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Brock University","funders":"","keywords":"Wrist; Forearm; Physical medicine and rehabilitation; Electromyography; Medicine; Kinematics; Extensor Carpi Ulnaris; Muscle contraction; Upper limb; Muscle fatigue; Physical therapy; Anatomy; Physics","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":[0.0003309153,0.0003359924,0.0002269899,0.0001764838,0.0001144625,0.0001759857,0.0001371318,0.0003435664,0.0009632243],"category_scores_gemma":[0.001875753,0.0001643731,0.0001126007,0.0001194595,0.0001889972,0.0001653599,0.000243495,0.0001831296,0.0001531042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006743651,"about_ca_system_score_gemma":0.0001050924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004871842,"about_ca_topic_score_gemma":0.0007108184,"domain_scores_codex":[0.9998083,0.0000476376,0.00001621245,0.00004533066,0.00005363435,0.00002899621],"domain_scores_gemma":[0.9994729,0.00022735,0.0001286249,0.0000350182,0.00008041757,0.00005557913],"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":[0.002217298,0.0002495068,0.01079656,0.0001497717,0.00004402633,0.0001724416,0.0003125928,0.0006964605,0.9708124,0.00002812477,0.00005341716,0.0144675],"study_design_scores_gemma":[0.0001677102,0.016378,0.8126661,0.00006530689,0.0001130054,0.001159321,0.0006673345,0.007073541,0.1604413,0.0001853763,0.001052917,0.00003009024],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997408,0.00008271419,0.00214664,0.00001112886,0.0000053137,0.00003678515,0.00004098845,0.000009763785,0.0002586013],"genre_scores_gemma":[0.9974523,0.00008755031,0.002002774,0.00002032466,0.000009146499,0.00006077007,0.00007116541,0.000004990653,0.000290997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009632243,"threshold_uncertainty_score":0.003222287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462199155143039,"score_gpt":0.2277237992671357,"score_spread":0.2131018077157053,"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."}}