{"id":"W4389920586","doi":"10.3389/fncel.2023.1290628","title":"Using focused ultrasound to modulate microglial structure and function","year":2023,"lang":"en","type":"article","venue":"Frontiers in Cellular Neuroscience","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of British Columbia; University of Toronto; Sunnybrook Health Science Centre; University of Victoria","funders":"Canada Research Chairs; Imperial College London; Medical Research Council; Royal Society of Canada; Royal Society; UK Dementia Research Institute; National Institute for Health and Care Research; Alzheimer's Society","keywords":"Microglia; Neuroscience; Immune system; Neuroinflammation; Microbubbles; Biology; Phagocytosis; Neuromodulation; Central nervous system; Medicine; Inflammation; Cell biology; Immunology; Ultrasound","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":[0.0003159269,0.000435258,0.0003678902,0.0004308542,0.0001384775,0.0004486931,0.0002178622,0.0006970605,0.0009517591],"category_scores_gemma":[0.0002868254,0.0001561773,0.0003416931,0.0002392072,0.0003491068,0.000471768,0.0002590755,0.0005421129,0.0003002904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004015792,"about_ca_system_score_gemma":0.0002606962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005911824,"about_ca_topic_score_gemma":0.0007681831,"domain_scores_codex":[0.999859,0.00002811477,0.00001017797,0.00002846186,0.00004552184,0.00002874799],"domain_scores_gemma":[0.9999305,0.00002968484,0.00001579123,0.00000315254,0.00001518025,0.000005836127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000265335,0.00007756791,0.0003647939,0.003462241,0.00006633039,0.0003665868,0.0001578903,0.0005013651,0.8722245,0.002812732,0.002165726,0.1175349],"study_design_scores_gemma":[0.00007652057,0.002324533,0.005005568,0.0005966386,0.0003231507,0.002331262,0.0001934622,0.001964498,0.8275521,0.002463834,0.1570966,0.00007189807],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1097277,0.8417873,0.0323548,0.001588401,0.0007863676,0.0001468211,0.0002047238,0.0003364318,0.01306743],"genre_scores_gemma":[0.3661099,0.6089606,0.01625636,0.001372749,0.0006781092,0.00026771,0.0002628368,0.00004397063,0.006047762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009517591,"threshold_uncertainty_score":0.003183961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06560236692123231,"score_gpt":0.3045050817236522,"score_spread":0.2389027148024199,"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."}}