{"id":"W2793349804","doi":"10.1007/s00415-018-8819-6","title":"Personalized botulinum toxin type A therapy for cervical dystonia based on kinematic guidance","year":2018,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"Mitacs; National Parkinson Foundation","keywords":"Cervical dystonia; Spasmodic Torticollis; Botulinum toxin; Torticollis; Physical therapy; Physical medicine and rehabilitation; Spasmodic dysphonia; Medicine; Dosing; Focal dystonia; Blepharospasm; Dystonia; Kinematics; Rating scale; Psychology; Anesthesia; Surgery; Internal medicine","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":[0.0001637138,0.0004386021,0.0004114198,0.0005233068,0.0001877409,0.0004264617,0.0003547213,0.000440082,0.002583246],"category_scores_gemma":[0.0007977194,0.0001300745,0.0004143047,0.00021649,0.0001645732,0.0003245834,0.0003466957,0.000370748,0.0004063799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004282889,"about_ca_system_score_gemma":0.0006568687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003057234,"about_ca_topic_score_gemma":0.005646,"domain_scores_codex":[0.9998535,0.00002796964,0.00001311322,0.00003480144,0.00005510278,0.00001551131],"domain_scores_gemma":[0.9999063,0.00004117091,0.00001722626,0.000009099834,0.00001752467,0.000008573405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002119398,0.001167177,0.02009182,0.0004731329,0.0003655976,0.0007748083,0.0001344902,0.05674322,0.05064616,0.002652579,0.006369885,0.8584617],"study_design_scores_gemma":[0.00166274,0.008739172,0.251102,0.0009150493,0.001991044,0.007325692,0.0003918531,0.6292754,0.04298698,0.02880887,0.02647693,0.0003243424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7186554,0.01297201,0.2238286,0.002786722,0.0004075847,0.0007950708,0.001115402,0.002018592,0.03742054],"genre_scores_gemma":[0.9770082,0.001722548,0.01859293,0.000238816,0.00007695562,0.0001367001,0.0002276939,0.00004883352,0.001947377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003057234,"threshold_uncertainty_score":0.008641779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296186483024711,"score_gpt":0.3168616075394058,"score_spread":0.2838997427091587,"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."}}