{"id":"W3080563836","doi":"10.1002/mds.28226","title":"<scp>Echo‐Focusing</scp> in Transcranial Focused Ultrasound Thalamotomy for Essential Tremor: A Feasibility Study","year":2020,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research","keywords":"Thalamotomy; Essential tremor; Magnetic resonance imaging; Focused ultrasound; Medicine; Ultrasound; Radiology; Microbubbles; Nuclear medicine; Physical medicine and rehabilitation; Parkinson's disease; Deep brain stimulation; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008959498,0.0004515068,0.0003121107,0.0002074724,0.0001782473,0.0001915383,0.0003032234,0.000422377,0.0007167998],"category_scores_gemma":[0.0009863409,0.0001432129,0.0003212362,0.00008270448,0.0003958719,0.0003426738,0.0001857206,0.0003278305,0.0001819302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003922762,"about_ca_system_score_gemma":0.0004508621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008543163,"about_ca_topic_score_gemma":0.001100733,"domain_scores_codex":[0.999742,0.00012128,0.00002292214,0.00003662123,0.00003867589,0.00003845033],"domain_scores_gemma":[0.9997026,0.0001332921,0.00005606817,0.00003128849,0.00002589288,0.00005091335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.05153837,0.01881894,0.1234823,0.0008870451,0.000441891,0.01422479,0.001188682,0.002098952,0.5517008,0.0004369582,0.0009194976,0.2342617],"study_design_scores_gemma":[0.01703478,0.4748933,0.3768783,0.00009117422,0.0007332052,0.03098588,0.0004552918,0.008250624,0.08678053,0.0002580177,0.003535942,0.0001029288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981001,0.000449748,0.0007473719,0.00005827498,0.000003538865,0.0001692632,0.00001570689,0.00001107476,0.0004449969],"genre_scores_gemma":[0.9987507,0.0001838068,0.0008084133,0.0000464065,0.00001427315,0.00008632336,0.00004095538,0.000002753741,0.00006628477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008959498,"threshold_uncertainty_score":0.004738271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165041449550338,"score_gpt":0.2355078822930734,"score_spread":0.2190037373380396,"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."}}