{"id":"W4390618855","doi":"10.54101/acen.2023.4.3","title":"MRI-Guided Focused Ultrasound in Cervical Dystonia","year":2024,"lang":"en","type":"article","venue":"Annals of Clinical and Experimental Neurology","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical dystonia; Spasmodic Torticollis; Medicine; Essential tremor; Movement disorders; Dystonia; Deep brain stimulation; Botulinum toxin; Rating scale; Physical therapy; Disease; Physical medicine and rehabilitation; Internal medicine; Surgery; Parkinson's disease; Psychology; Psychiatry","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":[0.0002000188,0.0001482413,0.000548316,0.00007258013,0.00002047593,0.00001014715,0.00006148062,0.0001989194,0.0002502802],"category_scores_gemma":[0.0001510467,0.0001054549,0.0001845898,0.0001232757,0.0003633143,0.0000467801,0.00006331128,0.0003168478,0.00003711945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001148285,"about_ca_system_score_gemma":0.0000254498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005157597,"about_ca_topic_score_gemma":0.000005562272,"domain_scores_codex":[0.9983888,0.0001385775,0.0006499945,0.0004505406,0.0001250386,0.000247004],"domain_scores_gemma":[0.9989544,0.0006532909,0.00004368237,0.0001564632,0.00001872526,0.0001735002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008308038,0.00727449,0.9259753,0.0002021538,0.0003611631,0.003941034,0.0003202808,0.000006017659,0.01191328,0.00804706,0.01427675,0.01937445],"study_design_scores_gemma":[0.008216888,0.02082548,0.904195,0.00008308905,0.00007336534,0.0002849885,0.00003960987,0.0006536189,0.0226728,0.01819047,0.02442519,0.000339474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792559,0.00299583,0.000002292486,0.0146838,0.0002687268,0.000203754,0.000006824878,0.00004052242,0.002542333],"genre_scores_gemma":[0.9845031,0.0009034441,0.00004952912,0.01433636,0.00007539801,0.00001615752,0.000007979018,0.00001447901,0.00009358804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02178026,"threshold_uncertainty_score":0.4300326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1329856391189111,"score_gpt":0.446190030500123,"score_spread":0.3132043913812119,"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."}}