{"id":"W4232704521","doi":"10.5334/tohm.93","title":"Multichannel Electromyographic Mapping to Optimize OnabotulinumtoxinA Efficacy in Cervical Dystonia","year":2012,"lang":"en","type":"article","venue":"Tremor and Other Hyperkinetic Movements","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Allergan; Ipsen; St. Jude Medical; Boston Scientific Corporation; Medtronic","keywords":"Cervical dystonia; Spasmodic Torticollis; Electromyography; Botulinum toxin; Dystonia; Medicine; Torticollis; Cohort; Physical therapy; Rating scale; Physical medicine and rehabilitation; Anesthesia; Surgery; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006474606,0.0002889065,0.0005914589,0.0001598523,0.0001058003,0.0002205212,0.0002692339,0.000259715,0.001405051],"category_scores_gemma":[0.000837969,0.0001008841,0.0001555617,0.00010072,0.0001643838,0.0002138861,0.0002078924,0.0003000165,0.0001306575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637008,"about_ca_system_score_gemma":0.000267657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004019009,"about_ca_topic_score_gemma":0.0009083183,"domain_scores_codex":[0.9997281,0.0001051942,0.00002675027,0.00004484255,0.00005067148,0.00004440181],"domain_scores_gemma":[0.9997801,0.00008822008,0.00007013846,0.0000153211,0.00001143573,0.00003479451],"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":[0.07412568,0.00962144,0.02096345,0.0006327155,0.0003350161,0.0001859379,0.0002431802,0.003005603,0.5787898,0.0001501595,0.0008349539,0.311112],"study_design_scores_gemma":[0.02766911,0.4346093,0.3564641,0.0001391301,0.000733986,0.001576495,0.0002872732,0.0114145,0.161772,0.0003308208,0.004926012,0.00007734797],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998659,0.0004364713,0.0004648114,0.000043531,0.00001103293,0.0001238506,0.00001781799,0.00001085279,0.0002325903],"genre_scores_gemma":[0.99735,0.0002452812,0.001970835,0.00006300076,0.00002176144,0.0001347366,0.00002973545,0.000005056489,0.0001795653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001405051,"threshold_uncertainty_score":0.004700422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03449048132942914,"score_gpt":0.2729823704098973,"score_spread":0.2384918890804681,"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."}}