{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002425629,0.0001739807,0.0002569401,0.0002330676,0.0001876451,0.0002767536,0.0001337375,0.0003522515,0.0006230251],"category_scores_gemma":[0.0009571618,0.00006982128,0.0001898895,0.0002441225,0.0001858543,0.0001443675,0.0001188618,0.0002058872,0.0001137842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003897335,"about_ca_system_score_gemma":0.0001996212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613282,"about_ca_topic_score_gemma":0.003188242,"domain_scores_codex":[0.9998567,0.00003219146,0.00002239295,0.00002797138,0.00003451699,0.00002611951],"domain_scores_gemma":[0.9995819,0.0001136305,0.0001777782,0.00001351754,0.00004778149,0.00006541821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005405102,0.00005247906,0.9939004,0.00002345304,0.00003163901,0.0002621294,0.00003971499,0.0001254202,0.001158873,0.00000707215,0.0000581825,0.003800157],"study_design_scores_gemma":[0.00001497766,0.0002429669,0.9985389,0.000006766261,0.00003191984,0.0005005046,0.00005922784,0.0002811887,0.0001908588,0.000008495263,0.0001215764,0.0000026967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988905,0.0005867116,0.00003799384,0.000040128,0.000003082622,0.000006819181,0.00007520952,0.000001857348,0.0003576512],"genre_scores_gemma":[0.9996779,0.00008631702,0.00004241202,0.00001742858,0.000005043566,0.000003974712,0.00009729394,3.563539e-7,0.00006930366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001613282,"threshold_uncertainty_score":0.003207743,"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."}}