{"id":"W3106638368","doi":"10.3389/fneur.2020.591418","title":"Isolated Cervical Dystonia: Management and Barriers to Care","year":2020,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Cervical dystonia; Beck Depression Inventory; Cohort; Anxiety; Dystonia; Depression (economics); Medicine; Spasmodic Torticollis; Mood; Population; Beck Anxiety Inventory; Physical therapy; Pediatrics; Psychiatry; 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":[0.001180491,0.0001746054,0.0003235895,0.0004809345,0.001297003,0.001182163,0.0008496212,0.00103404,0.001998981],"category_scores_gemma":[0.01040176,0.0001376365,0.0002121381,0.0006482259,0.0005122928,0.0008337685,0.001157679,0.001047561,0.0001478334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323934,"about_ca_system_score_gemma":0.002965604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008884849,"about_ca_topic_score_gemma":0.01224273,"domain_scores_codex":[0.9986337,0.0005368335,0.0001191897,0.00008801637,0.0002305909,0.0003917398],"domain_scores_gemma":[0.9963595,0.00149106,0.0008376527,0.00004379796,0.0003798889,0.0008881394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001199682,0.0004320005,0.7865548,0.001013609,0.0001163748,0.01653968,0.0137558,0.0007326027,0.0006293065,0.001745335,0.01845473,0.1599057],"study_design_scores_gemma":[0.00008089772,0.0006969877,0.8065416,0.00632857,0.000126913,0.04475919,0.1048783,0.003536083,0.0003706974,0.004986945,0.02757831,0.0001155007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8900888,0.02767127,0.001056016,0.06279293,0.0003139683,0.00013776,0.0001944091,0.00004178729,0.01770296],"genre_scores_gemma":[0.9936399,0.003802154,0.000561373,0.001443638,0.0001192572,0.00003832419,0.00006208794,0.00000609946,0.0003271344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008884849,"threshold_uncertainty_score":0.01766628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007275891349499242,"score_gpt":0.2191644722777235,"score_spread":0.2118885809282243,"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."}}