{"id":"W2042014091","doi":"10.1016/j.jelekin.2007.11.003","title":"Changes in EMG activity in the upper trapezius muscle due to local vibration exposure","year":2007,"lang":"en","type":"article","venue":"Journal of Electromyography and Kinesiology","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Kungl. Skogs- och Lantbruksakademien; Umeå Universitet; McMaster University","keywords":"Isometric exercise; Electromyography; Medicine; Trapezius muscle; Physical medicine and rehabilitation; Muscle fatigue; Reflex; Muscle contraction; Vibration; Contraction (grammar); Stretch reflex; Whole body vibration; Tonic (physiology); Anatomy; Physical therapy; Internal medicine; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001930333,0.0002840585,0.00035345,0.0002297397,0.000158171,0.0001933792,0.0001390815,0.0005174665,0.005201064],"category_scores_gemma":[0.0009440716,0.0001671962,0.0003019077,0.0001501873,0.0004452844,0.0001507384,0.0002260414,0.0005141726,0.00036781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253646,"about_ca_system_score_gemma":0.00008939136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005670068,"about_ca_topic_score_gemma":0.0005168518,"domain_scores_codex":[0.9998808,0.00002188697,0.000007445175,0.00002568626,0.00002455731,0.0000397133],"domain_scores_gemma":[0.9997054,0.0001372089,0.00004731979,0.00002031187,0.00003068373,0.00005919025],"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":[0.02938534,0.0007726193,0.01817423,0.0003081279,0.000149465,0.00188441,0.0004496727,0.0006117651,0.9252835,0.00009684363,0.0003524574,0.02253164],"study_design_scores_gemma":[0.0004016198,0.01035255,0.8282878,0.00004246089,0.0002339147,0.003258419,0.0004881706,0.001481177,0.1543825,0.0001654915,0.0008783652,0.00002756492],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978127,0.0003994179,0.0008190802,0.00004554134,0.00002495471,0.00002229704,0.00005295225,0.00002708589,0.0007958583],"genre_scores_gemma":[0.9986838,0.0001071759,0.0001329451,0.00004353935,0.00002177483,0.0000195974,0.00004560722,0.000006402467,0.0009392399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005201064,"threshold_uncertainty_score":0.01739931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175502627930755,"score_gpt":0.2904160296051199,"score_spread":0.2786610033258123,"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."}}