{"id":"W4402662284","doi":"10.1249/01.mss.0001056408.20869.d2","title":"Characterizing Motor Unit Firing Rates In The Vastus Intermedius In Humans","year":2024,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Western University","funders":"","keywords":"Motor unit; Neuroscience; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002765112,0.0001695344,0.0001928693,0.0005577078,0.0001247001,0.0002693628,0.0001637122,0.000294514,0.001314308],"category_scores_gemma":[0.001011383,0.0001053102,0.00008882492,0.0002431079,0.0001705051,0.0001861145,0.0001843086,0.0001367746,0.0002904127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006906411,"about_ca_system_score_gemma":0.00006065007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035811,"about_ca_topic_score_gemma":0.001946956,"domain_scores_codex":[0.9998366,0.00002381185,0.00001588927,0.00006999627,0.00003644518,0.00001733086],"domain_scores_gemma":[0.9997727,0.00005411968,0.00008372769,0.00001740595,0.00003792125,0.00003409596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003256757,0.0002750289,0.7104362,0.0003777811,0.0002330205,0.001227772,0.001611933,0.0006270458,0.1534469,0.0002623391,0.001092558,0.1271527],"study_design_scores_gemma":[0.00001154476,0.0004074667,0.9954731,0.00001509406,0.00001819302,0.001243331,0.0001524603,0.000455632,0.001648385,0.00008271449,0.0004814887,0.00001060298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959907,0.0006861839,0.001945322,0.00002836143,0.00001138183,0.00003005218,0.0003907612,0.00002342664,0.0008938008],"genre_scores_gemma":[0.9972234,0.0002361513,0.001320169,0.00002852097,0.000015415,0.00003284694,0.000262995,0.00000762628,0.0008727569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001314308,"threshold_uncertainty_score":0.004396796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767152549236669,"score_gpt":0.2698663996685227,"score_spread":0.252194874176156,"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."}}