{"id":"W4298003586","doi":"10.3390/toxins14100674","title":"Does Ultrasound Guidance Improve the Effectiveness of Neurotoxin Injections in Patients with Cervical Dystonia? (A Prospective, Partially-Blinded, Clinical Study)","year":2022,"lang":"en","type":"article","venue":"Toxins","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical dystonia; Blinded study; Medicine; Prospective cohort study; Dystonia; Clinical trial; Neurotoxin; Surgery; Anesthesia; Botulinum toxin; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001073683,0.000210194,0.0004864317,0.00009163428,0.0002271566,0.00001220934,0.0002463337,0.0001073373,0.0001323391],"category_scores_gemma":[0.0004695667,0.0001000147,0.0001268943,0.0008628729,0.0003125052,0.00005394078,0.0001647157,0.001232491,0.000005910952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007368005,"about_ca_system_score_gemma":0.0001274508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008018085,"about_ca_topic_score_gemma":0.0001419308,"domain_scores_codex":[0.9966104,0.001428106,0.0005757941,0.0005600146,0.0005137548,0.0003119404],"domain_scores_gemma":[0.9981319,0.0009831403,0.0001673985,0.000508577,0.0001084268,0.0001005074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008267258,0.007353786,0.9825612,0.00003816233,0.0001225512,0.00003386751,0.0001930858,0.0004709676,0.0005055525,0.000133957,0.00001742096,0.000302179],"study_design_scores_gemma":[0.01005911,0.009541501,0.9790857,0.00002281142,0.0001068579,0.000006494456,0.0002547006,0.00005766854,0.0003005569,0.0002394816,0.0001848166,0.0001403043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946244,0.00002005081,0.00002684671,0.0003164587,0.0004318852,0.003890061,0.00003204561,0.00006199953,0.0005962246],"genre_scores_gemma":[0.9989057,0.000009777551,0.00002362678,0.0003520073,0.00003904438,0.000528347,0.00000707321,0.00003066178,0.0001037906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004281243,"threshold_uncertainty_score":0.5354628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316599860584834,"score_gpt":0.2874034948959407,"score_spread":0.2742374962900924,"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."}}