{"id":"W3196220305","doi":"10.1017/cjn.2021.196","title":"Not so Shocking: Electromyography in Pediatrics Remains Feasible and Diagnostically Useful","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Electromyography; Medicine; Physical medicine and rehabilitation; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002370997,0.0003774596,0.0004014043,0.001405666,0.0007147554,0.001740485,0.0007326112,0.00137026,0.002898283],"category_scores_gemma":[0.0188649,0.0001779797,0.0002449081,0.00141204,0.001268476,0.003171211,0.0006693617,0.001338786,0.001265349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007645845,"about_ca_system_score_gemma":0.001725264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002518808,"about_ca_topic_score_gemma":0.004115294,"domain_scores_codex":[0.997603,0.0009250538,0.0003056093,0.0003122575,0.0006047683,0.0002493511],"domain_scores_gemma":[0.9850518,0.005668662,0.004764,0.000689681,0.002527847,0.001298078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000128342,0.00005799607,0.7941259,0.0008706777,0.00004214152,0.03579073,0.001145793,0.0001902984,0.002832614,0.001160281,0.01668536,0.1469698],"study_design_scores_gemma":[0.00001896585,0.000429829,0.6200466,0.005819573,0.000122446,0.2926622,0.008996913,0.0008192607,0.003347145,0.003223984,0.06443978,0.0000731903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7727341,0.1246698,0.008643579,0.05058804,0.002733716,0.0001041395,0.001326188,0.000484809,0.03871567],"genre_scores_gemma":[0.9667113,0.0240565,0.004177929,0.003302481,0.0008517282,0.00001512838,0.0003004276,0.00004828089,0.0005362615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002898283,"threshold_uncertainty_score":0.01253921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03669301755052578,"score_gpt":0.2965848180642023,"score_spread":0.2598918005136765,"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."}}