{"id":"W4417349396","doi":"10.1016/j.jelekin.2025.103100","title":"Task failure reveals range-dependent neuromuscular fatigue in shoulder muscles during arm elevation","year":2025,"lang":"en","type":"article","venue":"Journal of Electromyography and Kinesiology","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canada Foundation for Innovation; Research Manitoba","keywords":"Electromyography; Biceps; Isometric exercise; Rotator cuff; Deltoid curve; Muscle fatigue; Scapula; Acromion; Range of motion","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":[0.0002229752,0.0004034919,0.000276036,0.0002702892,0.0001332352,0.000185858,0.000141908,0.0002906858,0.0009308614],"category_scores_gemma":[0.000785401,0.0001131444,0.0001785447,0.0001147006,0.0001568193,0.0001373808,0.0003066893,0.0001624282,0.0002212714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005611199,"about_ca_system_score_gemma":0.00004799629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007542346,"about_ca_topic_score_gemma":0.001174661,"domain_scores_codex":[0.9998533,0.00002515715,0.00001376672,0.00003646825,0.00004213255,0.00002918696],"domain_scores_gemma":[0.9996686,0.00007330042,0.0001133434,0.00003275092,0.00005901538,0.00005305524],"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":[0.00215431,0.0001674141,0.236366,0.0001852098,0.000135756,0.0009332509,0.0006062353,0.0006854883,0.730203,0.00001710536,0.0001418201,0.02840444],"study_design_scores_gemma":[0.000004750029,0.0009259167,0.9934828,0.000005518429,0.00001630827,0.0005676118,0.0001015505,0.0003924821,0.004399038,0.00001606338,0.00008351717,0.000004521401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993539,0.00007088108,0.0004100585,0.000005078962,0.000001187404,0.000004013737,0.0000290014,0.000004938074,0.0001208753],"genre_scores_gemma":[0.999613,0.00002040818,0.0001399013,0.000006849698,0.000002720229,0.000006675296,0.0000521604,0.00000181159,0.0001564993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009308614,"threshold_uncertainty_score":0.003114104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183385848443663,"score_gpt":0.2849511076453874,"score_spread":0.2731172491609508,"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."}}