{"id":"W1510738629","doi":"10.1002/mus.24690","title":"Force regulation and electrical properties of motor units in overloaded muscle","year":2015,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Electrophysiology; Muscle contraction; Stimulation; Contraction (grammar); Gastrocnemius muscle; Tenotomy; Chemistry; Anatomy; Internal medicine; Medicine; Skeletal muscle; Tendon","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":[0.0001144685,0.0001069977,0.0001633981,0.0001707219,0.00002484347,0.00001339855,0.0000557609,0.00005775864,0.000004046763],"category_scores_gemma":[0.00007535248,0.00009997301,0.0000238874,0.0004527411,0.00002882235,0.000167412,0.00001954486,0.00009531093,6.702427e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004823968,"about_ca_system_score_gemma":0.00001760928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001161369,"about_ca_topic_score_gemma":0.00006135467,"domain_scores_codex":[0.9993193,0.00002868402,0.0001981909,0.0001192874,0.0001422672,0.0001922712],"domain_scores_gemma":[0.9996954,0.00002104227,0.00003030944,0.000112638,0.00008233288,0.00005830796],"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":[0.0001062688,0.000101413,0.005606306,0.0002159313,0.00007937165,0.000003769009,0.005663476,0.00245437,0.8614228,0.001742302,0.003039985,0.1195641],"study_design_scores_gemma":[0.001500443,0.0002238171,0.9018331,0.00008947797,0.00001645927,0.000002448407,0.0005297072,0.03228477,0.05916056,0.0006019196,0.003427718,0.0003296003],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996681,0.001063657,0.0001180629,0.00006014192,0.0000551429,0.000166601,0.000001861877,0.00009666551,0.00175682],"genre_scores_gemma":[0.9996774,0.00004551139,0.00008881545,0.00001833964,0.00003278721,0.00002435901,0.000003157213,0.00001641017,0.0000932251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8962268,"threshold_uncertainty_score":0.4076781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0317563139588609,"score_gpt":0.2069777229854187,"score_spread":0.1752214090265578,"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."}}