{"id":"W1995828515","doi":"10.1016/j.jelekin.2009.03.010","title":"MVC techniques to normalize trunk muscle EMG in healthy women","year":2009,"lang":"en","type":"article","venue":"Journal of Electromyography and Kinesiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":309,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; McGill University","keywords":"Isometric exercise; Medicine; Electromyography; Trunk; Pelvis; Physical medicine and rehabilitation; Anatomy; Abdominal muscles; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003228962,0.0001814091,0.0004347731,0.001159705,0.0000585473,0.00001555715,0.0001375202,0.0001082118,0.0000150974],"category_scores_gemma":[0.00003882987,0.0001576794,0.000102327,0.0009807254,0.00003452273,0.0001504444,0.00000925671,0.0003338049,1.961069e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000493152,"about_ca_system_score_gemma":0.00001972199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004749478,"about_ca_topic_score_gemma":0.00001275659,"domain_scores_codex":[0.9987035,0.00005505566,0.0004846173,0.0001378245,0.0001079762,0.0005109937],"domain_scores_gemma":[0.9994808,0.00006089044,0.00009704126,0.0001049346,0.00009781091,0.0001584702],"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":[0.001505529,0.0003818273,0.01226908,0.0001127956,0.0002666821,0.00006535928,0.002547474,0.000189744,0.2728834,0.001802688,0.01418811,0.6937873],"study_design_scores_gemma":[0.001048402,0.00822992,0.9446691,0.00004565992,0.00001569373,0.00007219282,0.0001776764,0.00002989043,0.003676842,0.008580172,0.03308515,0.0003692879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954584,0.001442916,0.0007185425,0.001370013,0.0001266375,0.0001328591,9.98641e-7,0.00007263237,0.0006770585],"genre_scores_gemma":[0.9939833,0.002607374,0.001200065,0.002020289,0.0001589859,0.00001450479,7.781819e-7,0.00001180685,0.000002855258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9324,"threshold_uncertainty_score":0.642998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006127948243818765,"score_gpt":0.229258260830706,"score_spread":0.2231303125868872,"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."}}