{"id":"W4360815437","doi":"10.1002/advs.202205634","title":"Ultrasound Neuromodulation as a New Brain Therapy","year":2023,"lang":"en","type":"review","venue":"Advanced Science","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medizinische Universität Wien; Herzfelder'sche Familienstiftung; Universität Wien; Austrian Science Fund; BrainsWay; National Institutes of Health; Boston Scientific Corporation","keywords":"Neuromodulation; Medicine; Ultrasound; Radiology; Internal medicine; Central nervous system","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":[0.00036325,0.0005960898,0.0007754948,0.001724606,0.00025079,0.0009026651,0.0004581493,0.0009405194,0.003170865],"category_scores_gemma":[0.0004209115,0.0001708658,0.0003884823,0.001279445,0.0004506538,0.001248358,0.0004881528,0.001299067,0.00121096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005106545,"about_ca_system_score_gemma":0.000856513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000637869,"about_ca_topic_score_gemma":0.001122083,"domain_scores_codex":[0.9998184,0.00002765961,0.00002109883,0.00003340694,0.0000809964,0.00001840941],"domain_scores_gemma":[0.9998252,0.00009646607,0.00002457623,0.000005320876,0.00003697818,0.00001153969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004581493,0.00007808998,0.0001910735,0.01642874,0.0000549873,0.0002145893,0.00009358339,0.0004069759,0.004880461,0.01168457,0.02426795,0.9416533],"study_design_scores_gemma":[0.000006223643,0.00008107145,0.0006318523,0.002484936,0.00005780559,0.001385461,0.00006190372,0.0001424895,0.001229977,0.00342989,0.9904744,0.00001409453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002127858,0.9969705,0.0002345698,0.0003095728,0.0002288055,0.000003852296,0.000009560446,0.000008770031,0.00202149],"genre_scores_gemma":[0.001275886,0.9972472,0.0002089244,0.0002126221,0.0002392522,0.00000611813,0.00001279878,0.000001429129,0.000795813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003170865,"threshold_uncertainty_score":0.01060766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05465499192102963,"score_gpt":0.3425194594439608,"score_spread":0.2878644675229312,"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."}}