{"id":"W4308633926","doi":"10.1097/rlu.0000000000004383","title":"Therapeutic Efficacy and Prediction of 18F-FDG PET/CT-Assisted Botulinum Toxin Therapy in Patients With Idiopathic Cervical Dystonia","year":2022,"lang":"en","type":"article","venue":"Clinical Nuclear Medicine","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical dystonia; Medicine; Botulinum toxin; Spasmodic Torticollis; Nuclear medicine; Internal medicine; Anesthesia; Surgery; Torticollis","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":[0.0008921003,0.0002459327,0.0008803756,0.0001516489,0.0001309553,0.000004604406,0.0001735246,0.00006568278,0.0006967011],"category_scores_gemma":[0.0002974583,0.0001565982,0.0001076051,0.000533622,0.0007681436,0.00004027464,0.0001108915,0.001489813,0.000009644918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000418862,"about_ca_system_score_gemma":0.00005654567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001944103,"about_ca_topic_score_gemma":0.00000192868,"domain_scores_codex":[0.9968917,0.0005313081,0.001055361,0.0005647728,0.0006423219,0.0003144874],"domain_scores_gemma":[0.9986709,0.0003220384,0.0002551073,0.0004015069,0.00008107882,0.0002694031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03095215,0.01144015,0.8811346,0.000217448,0.000521878,0.001226136,0.0006081054,0.00004785967,0.00140297,0.000373803,0.00127741,0.07079745],"study_design_scores_gemma":[0.02815604,0.0232222,0.942244,0.0002030123,0.00014455,0.0001692978,0.0001881836,0.0005638871,0.000003732927,0.00009605095,0.004874397,0.0001346365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989444,0.0009801459,0.000002832995,0.00788858,0.0003249983,0.0008030979,0.000008897195,0.0000947809,0.0004527023],"genre_scores_gemma":[0.992076,0.0008955767,0.00003845894,0.006762204,0.00008284978,0.00001359132,0.00002693536,0.00005251903,0.0000518028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07066282,"threshold_uncertainty_score":0.7628388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356842602693407,"score_gpt":0.2935329646150863,"score_spread":0.2578487043457456,"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."}}