{"id":"W2945159016","doi":"10.3171/2019.2.jns182995","title":"Accumulated thermal dose in MRI-guided focused ultrasound for essential tremor: repeated sonications with low focal temperatures","year":2019,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute of Biomedical Imaging and Bioengineering","keywords":"Medicine; Lesion; Nuclear medicine; Thalamotomy; Magnetic resonance imaging; Essential tremor; Focused ultrasound; Ultrasound; Radiology; Pathology; Parkinson's disease","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":[0.0003203554,0.0002097606,0.0002563076,0.0003355041,0.00009998894,0.0001484426,0.0001509065,0.0001971053,0.0004785463],"category_scores_gemma":[0.002781508,0.0001315757,0.0001683411,0.0001509866,0.0002049064,0.0001912496,0.000174812,0.0001544922,0.000112227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002570795,"about_ca_system_score_gemma":0.0001222241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006575668,"about_ca_topic_score_gemma":0.001149002,"domain_scores_codex":[0.9997384,0.00007072404,0.00003168065,0.00004798132,0.00008989088,0.00002133463],"domain_scores_gemma":[0.9988821,0.0004101677,0.0004985856,0.00006582616,0.00008757252,0.00005574773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0059738,0.0003223959,0.6082466,0.0002785386,0.0003353674,0.004408872,0.0009250108,0.001910615,0.2809536,0.00003648596,0.0001886274,0.09642024],"study_design_scores_gemma":[0.00008290054,0.003462629,0.9522378,0.00001428158,0.0001940369,0.008255297,0.0001462081,0.0018588,0.03336549,0.000027412,0.0003382263,0.00001685681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990608,0.0002432576,0.0005672414,0.000005988518,0.000001076173,0.000006628167,0.00001041777,0.000008312378,0.00009632129],"genre_scores_gemma":[0.9996368,0.00004865126,0.00023835,0.00000588616,0.000002530645,0.000004568948,0.00001898684,0.00000264166,0.00004167558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006575668,"threshold_uncertainty_score":0.001865208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064966575360782,"score_gpt":0.2347548987191592,"score_spread":0.2241052329655514,"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."}}