{"id":"W2034912391","doi":"10.1016/j.jneumeth.2008.11.015","title":"Differences in EMG spike shape between individuals with and without non-specific arm pain","year":2008,"lang":"en","type":"article","venue":"Journal of Neuroscience Methods","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Workplace Safety and Insurance Board","keywords":"Isometric exercise; Asymptomatic; Electromyography; Spike (software development); Covariate; Wrist; Motor unit; Physical medicine and rehabilitation; Contraction (grammar); Mathematics; Physical therapy; Medicine; Anatomy; Internal medicine; Statistics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003229885,0.0002668183,0.0003245732,0.0006676205,0.0001872439,0.00035349,0.0001847257,0.0005224571,0.003983293],"category_scores_gemma":[0.004339559,0.0001160183,0.0002176739,0.0002597054,0.0002299957,0.0003213909,0.0003256028,0.0002110766,0.0005114078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008455796,"about_ca_system_score_gemma":0.0000780505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000499121,"about_ca_topic_score_gemma":0.0009255744,"domain_scores_codex":[0.9997848,0.00003333602,0.00003655555,0.00006011923,0.00004312011,0.00004205994],"domain_scores_gemma":[0.9988101,0.0006009072,0.0001721461,0.00009246824,0.0001987212,0.0001257432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006809708,0.0004698261,0.6845185,0.0002359694,0.0003087111,0.002942743,0.002436292,0.0005889905,0.2454385,0.00027495,0.0004926313,0.05548326],"study_design_scores_gemma":[0.00001889049,0.0004060875,0.994503,0.000004420676,0.00003205783,0.002236016,0.0003516237,0.0005551353,0.001683813,0.00009167986,0.0001092443,0.000008032155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986797,0.00003949528,0.0004592322,0.00001837843,0.000009547528,0.00001233195,0.0001298713,0.000007866723,0.0006435391],"genre_scores_gemma":[0.9991499,0.00002009467,0.0002233583,0.00001768323,0.000008047385,0.000008259872,0.0001848535,0.000007374223,0.0003804578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003983293,"threshold_uncertainty_score":0.01332545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06889542725215125,"score_gpt":0.3119436615722915,"score_spread":0.2430482343201403,"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."}}