{"id":"W4385299011","doi":"10.1097/md.0000000000032403","title":"Treatment of cervical dystonia with Botox (onabotulinumtoxinA): Development, insights, and impact","year":2023,"lang":"en","type":"article","venue":"Medicine","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cervical dystonia; Botulinum toxin; Blepharospasm; Dystonia; Focal dystonia; Muscle contracture; Spasmodic dysphonia; Neck pain; Physical therapy; Neurological disorder; Physical medicine and rehabilitation; Surgery; Pathology; Central nervous system disease; Psychiatry","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":[0.00006558616,0.0002264747,0.000548829,0.0002037478,0.00006489258,0.000002495748,0.00005005613,0.0001453749,0.000219479],"category_scores_gemma":[0.00004131092,0.0001059551,0.00004939562,0.0006337122,0.0004588182,0.00002557566,0.00002343182,0.0001388786,0.00004356344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004431098,"about_ca_system_score_gemma":0.00009810829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003612548,"about_ca_topic_score_gemma":0.00001206917,"domain_scores_codex":[0.9987958,0.00003383518,0.0002992174,0.0003017655,0.0002905995,0.0002787654],"domain_scores_gemma":[0.999283,0.0001121382,0.00007274809,0.0002110989,0.00005257906,0.0002684538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01358168,0.004744423,0.5398609,0.001612267,0.004077964,0.009732005,0.02989257,0.0002135451,0.08379079,0.001445615,0.01275313,0.2982951],"study_design_scores_gemma":[0.0132115,0.01511309,0.919226,0.0002677863,0.0003192545,0.0004423767,0.000655323,0.0006899055,0.002614999,0.0001639608,0.04704187,0.0002539541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894081,0.001549847,0.0000230044,0.006474413,0.00005960949,0.0003993266,0.000001950798,0.0001381059,0.001945613],"genre_scores_gemma":[0.9960454,0.002094429,0.0001538876,0.0003181988,0.00006769884,0.0000220039,0.00004697139,0.00002431881,0.001227058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3793651,"threshold_uncertainty_score":0.4320725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387507247118271,"score_gpt":0.2938900705969185,"score_spread":0.2700149981257358,"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."}}