{"id":"W2054843687","doi":"10.1016/j.orthtr.2009.10.001","title":"The biomechanics of muscle contraction: optimizing sport performance","year":2009,"lang":"en","type":"article","venue":"Sports Orthopaedics and Traumatology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Biomechanics; Contraction (grammar); Physical medicine and rehabilitation; Muscle contraction; Medicine; 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":[0.0001331086,0.0001037494,0.0001866865,0.00007682014,0.0001539229,0.000009509938,0.00005302915,0.00006101343,0.000006578683],"category_scores_gemma":[0.000003810704,0.00008067048,0.00005154635,0.0001727433,0.00006343873,0.00007292897,0.000005902144,0.0001170953,1.550378e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000560289,"about_ca_system_score_gemma":0.000008909808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002592758,"about_ca_topic_score_gemma":0.000004207239,"domain_scores_codex":[0.9993389,0.000003234753,0.0002495021,0.0001022309,0.0001011859,0.0002049427],"domain_scores_gemma":[0.9997171,0.00001779172,0.0000625272,0.0001224351,0.00003887114,0.00004128413],"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":[0.00002267418,0.00003324948,0.01669086,0.0000478049,0.00006855099,0.00001260505,0.0001915435,0.0001589799,0.0006204753,0.01142447,0.0002418221,0.9704869],"study_design_scores_gemma":[0.0007850032,0.0001943837,0.9247786,0.00004662474,0.00005619661,0.0001892525,0.0004556947,0.01088604,0.003031127,0.001109874,0.05811903,0.000348144],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948636,0.001518442,0.0004971845,0.000256813,0.0002811395,0.00008817094,0.000001103453,0.00009520601,0.002398301],"genre_scores_gemma":[0.9926935,0.007019727,0.0001894528,0.00004799553,0.00002361731,0.00000473931,0.000003230188,0.000007843215,0.000009851985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9701388,"threshold_uncertainty_score":0.3289647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005969019238885404,"score_gpt":0.1964670397455351,"score_spread":0.1904980205066497,"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."}}