{"id":"W4410358170","doi":"10.1126/sciadv.adp0532","title":"Optimal focused ultrasound lesion location in essential tremor","year":2025,"lang":"en","type":"article","venue":"Science Advances","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Krembil Foundation; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network","funders":"","keywords":"Essential tremor; Thalamotomy; Medicine; Magnetic resonance imaging; Ablation; Lesion; Radiology; Physical medicine and rehabilitation; Pathology; Parkinson's disease; Deep brain stimulation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009647373,0.0000568165,0.00009164617,0.0001231535,0.00009072576,0.00001789289,0.0000830771,0.0000176743,0.00002340712],"category_scores_gemma":[0.0001755233,0.00004000054,0.00001711817,0.0008907564,0.0002746311,0.0002358434,0.00001789975,0.00005014357,0.00001188093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003068149,"about_ca_system_score_gemma":0.0001014968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001381144,"about_ca_topic_score_gemma":0.00002577063,"domain_scores_codex":[0.9993164,0.000009559448,0.0000965756,0.0002503302,0.0001668941,0.0001602465],"domain_scores_gemma":[0.9997537,0.00004089269,0.00002179217,0.0001083929,0.00004025018,0.00003494151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006467375,0.00141459,0.2713536,0.00009449409,0.00001073215,0.00009670194,0.0002003169,0.001956309,0.244488,0.001833246,0.0001635066,0.4777418],"study_design_scores_gemma":[0.004575071,0.00106751,0.8361234,0.0001884656,0.00004197498,0.000007759389,0.0003559474,0.00100353,0.1433328,0.01159329,0.001516484,0.0001937368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940273,0.0005498611,0.0006661494,0.0009540325,0.0001425332,0.0001727576,4.876422e-7,0.00002112371,0.003465826],"genre_scores_gemma":[0.9978373,0.00005902918,0.001330317,0.0003211516,0.000009540782,0.000009932406,0.000001761453,0.000001550761,0.0004293855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5647698,"threshold_uncertainty_score":0.1631175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152737013426467,"score_gpt":0.3274863002338023,"score_spread":0.3122125988911556,"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."}}