{"id":"W2804735215","doi":"10.1002/mp.12975","title":"The reduction in treatment efficiency at high acoustic powers during <scp>MR</scp>‐guided transcranial focused ultrasound thalamotomy for Essential Tremor","year":2018,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":39,"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; National Institutes of Health; Canada Research Chairs","keywords":"Thalamotomy; Ultrasound; Essential tremor; Medicine; Focused ultrasound; Nuclear medicine; Radiology; Physical medicine and rehabilitation; Internal medicine; Deep brain stimulation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004316778,0.0001256997,0.0002588659,0.0003010514,0.0001268465,0.0002483357,0.0001289799,0.0002171486,0.000654285],"category_scores_gemma":[0.002781226,0.00007603197,0.0001834703,0.0002285686,0.0002571337,0.0002028991,0.0001837269,0.0002162135,0.0001381907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465773,"about_ca_system_score_gemma":0.0001471004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003947822,"about_ca_topic_score_gemma":0.0006167238,"domain_scores_codex":[0.9995952,0.0001028844,0.00005716509,0.00005844142,0.0001475982,0.00003860617],"domain_scores_gemma":[0.998467,0.0005003368,0.000786414,0.00007646667,0.0001166427,0.00005309568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006508639,0.000321604,0.5797805,0.0005348907,0.0004062165,0.002860834,0.001312932,0.002669516,0.2810317,0.0001620784,0.0003346794,0.1240765],"study_design_scores_gemma":[0.00002706335,0.002097343,0.9737175,0.0000210608,0.0001048376,0.003496254,0.000173811,0.0009922051,0.0186,0.00005501696,0.0006998113,0.00001521302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977616,0.000443315,0.001368374,0.00001909131,0.000002515129,0.00001434458,0.00004838802,0.000009695045,0.0003327102],"genre_scores_gemma":[0.9995939,0.00008645566,0.0002158972,0.000008480476,0.000003633825,0.000009473025,0.00002998017,0.000003358756,0.00004895233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000654285,"threshold_uncertainty_score":0.002282917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008432485066301003,"score_gpt":0.2310954242772954,"score_spread":0.2226629392109944,"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."}}