{"id":"W4399709050","doi":"10.1016/j.brs.2024.06.005","title":"A systematic review of preclinical and clinical transcranial ultrasound neuromodulation and opportunities for functional connectomics","year":2024,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Campus Alberta Neuroscience","keywords":"Connectomics; Neuromodulation; Medicine; Neuroscience; Connectome; Functional connectivity; Psychology; Central nervous system","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":[0.008250709,0.001733011,0.008206406,0.01284423,0.0007508497,0.002605327,0.002599262,0.001949218,0.007062729],"category_scores_gemma":[0.03490148,0.0009046686,0.00760339,0.01408767,0.0009540392,0.002560038,0.001643068,0.00113556,0.00072008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003520087,"about_ca_system_score_gemma":0.01670259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008186702,"about_ca_topic_score_gemma":0.02534693,"domain_scores_codex":[0.9927554,0.001974387,0.003046465,0.0005843804,0.001438505,0.0002009092],"domain_scores_gemma":[0.9711627,0.02012656,0.005158691,0.0004586334,0.002812839,0.0002806734],"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":[0.0001331032,0.00001034569,0.0004719287,0.9523166,0.003576685,0.0001024154,0.00009708593,0.00008297329,0.0001603456,0.0002703604,0.002248793,0.04052929],"study_design_scores_gemma":[0.0001559235,0.0001522388,0.002969118,0.9236208,0.03784783,0.000427916,0.0001753593,0.00006905114,0.0001740737,0.0004208477,0.03395377,0.00003326344],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004884688,0.9974715,0.0002384999,0.0002610651,0.0001179114,0.0002562149,0.0007630789,0.000009735766,0.0003936578],"genre_scores_gemma":[0.004659483,0.9931911,0.000586533,0.0004341167,0.00007516456,0.0004877438,0.000433666,0.000006598066,0.0001256125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01284423,"threshold_uncertainty_score":0.04363447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452950030182383,"score_gpt":0.3700226566539632,"score_spread":0.224727653635725,"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."}}