{"id":"W4414002630","doi":"10.1249/mss.0000000000003847","title":"Motor Unit Discharge Rates During Maximal Fatiguing Eccentric Contractions and Recovery in the Human Elbow Extensors","year":2025,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Eccentric; Isometric exercise; Motor unit; Concentric; Elbow; Physical medicine and rehabilitation; Muscle fatigue; Medicine; Cardiology; Electromyography; Physical therapy; Anatomy; Mathematics; 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":[0.0001937319,0.0001243466,0.0001894123,0.0001795444,0.00005659948,0.0001074289,0.00009543949,0.0001693869,0.001292484],"category_scores_gemma":[0.0008078626,0.00007492378,0.00007825693,0.0001091306,0.00009577014,0.0001194143,0.0001172774,0.000103664,0.0002386777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007148198,"about_ca_system_score_gemma":0.00005216688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005218578,"about_ca_topic_score_gemma":0.0004778407,"domain_scores_codex":[0.9999232,0.00001249139,0.000007054764,0.00002286166,0.00002391864,0.00001046221],"domain_scores_gemma":[0.9997939,0.00006291108,0.00006605914,0.00001765559,0.00003795582,0.00002161302],"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":[0.002361829,0.0001175246,0.0626388,0.0002107544,0.00005967212,0.0002127536,0.0003847775,0.000371038,0.8978282,0.00003688141,0.000104425,0.03567327],"study_design_scores_gemma":[0.00001334242,0.0009778659,0.9766355,0.000009177802,0.00001900537,0.0004352415,0.0000698579,0.0006938917,0.02095828,0.00002525802,0.0001566532,0.000005834183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987071,0.0002434469,0.0007527887,0.000005540231,0.00000140301,0.00001055675,0.00008448106,0.000008955232,0.000185708],"genre_scores_gemma":[0.9992082,0.00005906216,0.0002825788,0.000004756342,0.000001791441,0.00001747123,0.0001045138,0.000002558409,0.0003190822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001292484,"threshold_uncertainty_score":0.00432384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242295574361657,"score_gpt":0.2633597670683971,"score_spread":0.2509368113247805,"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."}}