{"id":"W4376642542","doi":"10.1080/23335432.2023.2210634","title":"A comparison of isometric and isokinetic normalization methods for electromyographic data from sub-regions of supraspinatus and infraspinatus during dynamic tasks","year":2023,"lang":"en","type":"article","venue":"International Biomechanics","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University; Brock University; University of Saskatchewan","funders":"","keywords":"Isometric exercise; Isokinetic Exercise; Normalization (sociology); Amplitude; Physical medicine and rehabilitation; Mathematics; Medicine; Orthodontics; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001619378,0.0001289503,0.0002416865,0.001218934,0.00005115912,0.00002216772,0.0002226912,0.00007908059,0.000004070816],"category_scores_gemma":[0.0001544929,0.0001405381,0.00004129152,0.001409669,0.00003925164,0.0001940298,0.000133187,0.00008461225,1.779116e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000230917,"about_ca_system_score_gemma":0.000008251807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002587751,"about_ca_topic_score_gemma":0.00002546889,"domain_scores_codex":[0.9991043,0.00002217336,0.0003413963,0.0002175617,0.0001451076,0.0001694228],"domain_scores_gemma":[0.9992919,0.0002229919,0.0001190851,0.000200133,0.0001302619,0.00003564631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004176351,0.00005741438,0.002285531,0.000247082,0.0005410913,3.154423e-7,0.0002358315,0.000158164,0.9148089,0.002137869,0.0002167472,0.07926934],"study_design_scores_gemma":[0.0008227077,0.0001723896,0.07397383,0.00007281051,0.00008089939,0.000002726712,0.000215296,0.7534345,0.1653988,0.004786351,0.000810703,0.0002290022],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8118339,0.002489969,0.1847199,0.0001038442,0.0002746759,0.0002194318,0.0002169409,0.0001139779,0.00002734517],"genre_scores_gemma":[0.991461,0.003138913,0.004792869,0.000006028296,0.00001635665,0.00002600586,0.0005337167,0.00002056703,0.000004536346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7532763,"threshold_uncertainty_score":0.5730979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03431864709958498,"score_gpt":0.3606174127324345,"score_spread":0.3262987656328495,"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."}}