{"id":"W3093881791","doi":"10.1038/s41582-020-00418-z","title":"Applications of focused ultrasound in the brain: from thermoablation to drug delivery","year":2020,"lang":"en","type":"review","venue":"Nature Reviews Neurology","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":487,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Neuromodulation; Medicine; Neuroscience; Focused ultrasound; Deep brain stimulation; Medical physics; Ultrasound; Pathology; Psychology; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003014528,0.0003872351,0.001491852,0.0001571157,0.00004314345,0.00002073089,0.0008817819,0.0005661633,0.00005783592],"category_scores_gemma":[0.0001667893,0.0002643488,0.0003708903,0.001093498,0.00003738553,0.00003889627,0.00003229331,0.001617903,0.0002313481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002959581,"about_ca_system_score_gemma":0.00005149667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001621868,"about_ca_topic_score_gemma":0.0001209516,"domain_scores_codex":[0.9979282,0.0004395783,0.0008183842,0.0004286148,0.0001460357,0.0002391994],"domain_scores_gemma":[0.9965069,0.002416111,0.0002080133,0.0007725156,0.00002802196,0.00006839542],"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":[0.000001758683,0.00002257172,0.00000317486,0.001526786,0.00003805108,0.00000185673,0.0001848104,0.000008670889,0.00003669766,0.000324295,0.006418589,0.9914327],"study_design_scores_gemma":[0.00006161778,0.00001511168,0.00002516202,0.0003754171,0.000219953,0.00001653361,0.000002572204,0.000008574437,0.000001187648,0.0002398333,0.9988412,0.0001928238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002508635,0.9943691,0.0004808545,0.0008269993,0.0001067439,0.003147241,0.0001739609,0.00007471957,0.000795265],"genre_scores_gemma":[0.0002329819,0.9947588,0.0002643508,0.002246082,0.0003383936,0.001791361,0.0002907968,0.00006894519,0.000008292157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9924226,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645219474880021,"score_gpt":0.2751073181012455,"score_spread":0.2586551233524453,"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."}}