{"id":"W2987415157","doi":"10.1093/neuros/nyz417","title":"Predictors of Outcomes After Focused Ultrasound Thalamotomy","year":2019,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Thalamotomy; Medicine; Essential tremor; Confounding; Rating scale; Magnetic resonance imaging; Analysis of variance; Randomized controlled trial; Focused ultrasound; Refractory (planetary science); Physical therapy; Internal medicine; Ultrasound; Disease; Psychology; Physical medicine and rehabilitation; Parkinson's disease; Deep brain stimulation; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001642455,0.0002390389,0.0005245161,0.000364902,0.0003814108,0.0004868618,0.0002552747,0.0003884116,0.001508551],"category_scores_gemma":[0.007193148,0.0001098538,0.000653681,0.0005682378,0.0003356087,0.0004763537,0.000447773,0.0008844369,0.0001780299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000413675,"about_ca_system_score_gemma":0.0004627957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006907462,"about_ca_topic_score_gemma":0.001355484,"domain_scores_codex":[0.9990512,0.0002327413,0.0001403119,0.0001424685,0.0002433764,0.0001899496],"domain_scores_gemma":[0.9908326,0.002480413,0.00480246,0.00021707,0.0006115421,0.001055937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001257861,0.00004920792,0.9946942,0.00002108853,0.0001081511,0.0000952031,0.00003696144,0.0001316678,0.0001862353,0.00001463275,0.0001106209,0.00329407],"study_design_scores_gemma":[0.00003433786,0.0005969855,0.9985065,0.00001232133,0.00008166912,0.0002640934,0.00006172321,0.0001861288,0.000102536,0.00004705082,0.0001011738,0.000005407462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982017,0.0007571171,0.0001668058,0.0001193273,0.00001223129,0.00001509465,0.0001954701,0.000005251799,0.000527079],"genre_scores_gemma":[0.9995555,0.00008758962,0.00003277558,0.00001757492,0.00001825175,0.000009813198,0.0002260764,0.000001751908,0.00005058819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001642455,"threshold_uncertainty_score":0.008686185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220236286534755,"score_gpt":0.2366223817353525,"score_spread":0.224420018870005,"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."}}