{"id":"W2162422427","doi":"10.1016/j.jelekin.2007.07.003","title":"Frequency and conduction velocity analysis of the abductor pollicis brevis muscle during early fatigue","year":2007,"lang":"en","type":"article","venue":"Journal of Electromyography and Kinesiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Isometric exercise; Carpal tunnel syndrome; Motor unit; Anatomy; Muscle fatigue; Electromyography; Materials science; Nerve conduction velocity; Thumb; Medicine; Tendon; Biomedical engineering; Physical medicine and rehabilitation; Surgery; Internal medicine","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":[0.0002970179,0.0001403973,0.000410752,0.0008572807,0.0001214525,0.00001077223,0.0001011973,0.00009317954,0.000009559873],"category_scores_gemma":[0.00004023555,0.00009993056,0.0002496071,0.001656224,0.0001539896,0.000132591,0.00001484785,0.0002506616,1.359012e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001581802,"about_ca_system_score_gemma":0.000009228213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004086342,"about_ca_topic_score_gemma":0.0000472176,"domain_scores_codex":[0.9990031,0.00005057154,0.0004653553,0.0001139962,0.0001234605,0.0002435794],"domain_scores_gemma":[0.9993255,0.0001060894,0.0002455038,0.0001155555,0.0001445627,0.00006279839],"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":[0.00005417397,0.0000430706,0.2122473,0.00006960679,0.002217289,0.000003096207,0.000545789,0.00006440085,0.7717142,0.0006428719,0.00004698086,0.01235128],"study_design_scores_gemma":[0.000286126,0.0001946859,0.9877899,0.00001483934,0.0003703368,0.00001933644,0.00007047306,0.00002040618,0.01046383,0.0006179733,0.00005543967,0.00009664573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960756,0.002839375,0.0006683155,0.000104312,0.0001420086,0.00006480615,0.000003212039,0.0000162843,0.00008606852],"genre_scores_gemma":[0.9977744,0.001843035,0.000262717,0.00003249663,0.00007467189,0.000001278284,7.141587e-7,0.000008593514,0.000002139092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7755426,"threshold_uncertainty_score":0.407505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009420798766582233,"score_gpt":0.2204229192478945,"score_spread":0.2110021204813123,"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."}}