{"id":"W4229078692","doi":"10.1016/j.brs.2022.05.002","title":"Human Studies of Transcranial Ultrasound neuromodulation: A systematic review of effectiveness and safety","year":2022,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Manitoba; Toronto Rehabilitation Institute; SickKids Foundation; University of Toronto; University Health Network","funders":"","keywords":"Neuromodulation; Systematic review; Medicine; Physical medicine and rehabilitation; Transcranial Doppler; Psychology; MEDLINE; Neuroscience; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01405494,0.001683003,0.009753239,0.008363217,0.0006362537,0.002509709,0.001969967,0.001962823,0.004435387],"category_scores_gemma":[0.06050159,0.0009810145,0.008485163,0.007979293,0.001357765,0.00220091,0.00160219,0.001072458,0.0003557492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003066861,"about_ca_system_score_gemma":0.009858659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005257684,"about_ca_topic_score_gemma":0.01503011,"domain_scores_codex":[0.9854395,0.00498142,0.006067414,0.0008395924,0.002432019,0.0002400735],"domain_scores_gemma":[0.9264579,0.05623849,0.01122097,0.001040737,0.004630445,0.0004114636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002685198,0.00001383331,0.0004536753,0.9643337,0.007849373,0.00005449284,0.00009832989,0.0000470075,0.0001404351,0.00009702938,0.0004518841,0.02619164],"study_design_scores_gemma":[0.0003320517,0.0004801732,0.003596997,0.8864174,0.09651817,0.00034448,0.0002449569,0.00006921269,0.0002829235,0.0002159026,0.01146298,0.00003478418],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009085665,0.9980171,0.0001695375,0.000137592,0.00006286603,0.0002722003,0.0002456207,0.000005707208,0.0001808547],"genre_scores_gemma":[0.01796472,0.9798165,0.0007836471,0.0004165433,0.00008193825,0.0006264811,0.0002228324,0.000007201616,0.00008007453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01405494,"threshold_uncertainty_score":0.07433051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.046608057095935,"score_gpt":0.331937631630244,"score_spread":0.285329574534309,"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."}}