{"id":"W4283747534","doi":"10.3389/fneur.2022.914486","title":"OnabotulinumtoxinA Dosing, Disease Severity, and Treatment Benefit in Patients With Cervical Dystonia: A Cohort Analysis From CD PROBE","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical dystonia; Medicine; Spasmodic Torticollis; Cohort; Botulinum toxin; Dosing; Physical therapy; Cohort study; Internal medicine; Adverse effect; Prospective cohort study; Torticollis; Pediatrics; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008166731,0.0002694531,0.0007232847,0.0004571427,0.0001068239,0.0000103099,0.0001288506,0.0001648388,0.0002339795],"category_scores_gemma":[0.0000219077,0.0002116031,0.0001139555,0.0008988206,0.0001915304,0.00004243388,0.0001588653,0.00068046,0.000001807175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238666,"about_ca_system_score_gemma":0.00005732397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00036239,"about_ca_topic_score_gemma":0.0003081066,"domain_scores_codex":[0.9978655,0.0002471124,0.0003447344,0.0008201236,0.0002986582,0.0004238991],"domain_scores_gemma":[0.9992473,0.00005734703,0.00008996871,0.0003431594,0.0000205834,0.0002416997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007285174,0.00161709,0.9864115,0.000007966273,0.0004000984,0.0008215737,0.0001400734,0.001470694,0.00000253996,0.00001627775,0.0001162392,0.001710737],"study_design_scores_gemma":[0.006706099,0.002364469,0.9834123,0.000003625216,0.0008144017,0.000006017524,0.00002007473,0.004726853,8.83468e-7,0.0007365548,0.001024685,0.0001840101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944512,0.0003963626,0.00006655429,0.003631553,0.0002320514,0.0009507475,0.00008632373,0.00004632475,0.0001388789],"genre_scores_gemma":[0.9957577,0.0002004733,0.0003785605,0.003106087,0.00001632049,0.0001846124,0.0002453416,0.00002774882,0.0000831794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003256159,"threshold_uncertainty_score":0.8628922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004767989037877902,"score_gpt":0.2012986457549449,"score_spread":0.196530656717067,"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."}}