{"id":"W4410614697","doi":"10.1101/2025.05.21.655298","title":"The Modulation of the Blood-Brain Barrier by Focused Ultrasound Stimulates Oligodendrogenesis","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Branch Out Neurological Foundation; FDC Foundation; Canada Research Chairs; Weston Family Foundation","keywords":"Modulation (music); Neuroscience; Ultrasound; Blood–brain barrier; Physics; Psychology; Acoustics; 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":[0.0001377714,0.000369498,0.0002563936,0.0002514451,0.0001259739,0.0003333909,0.0001853523,0.0003607198,0.001101955],"category_scores_gemma":[0.0001362852,0.0001023597,0.0002780861,0.0001143348,0.0002249131,0.0003173653,0.0003114999,0.0004103659,0.0002103194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002501295,"about_ca_system_score_gemma":0.0003116516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007854223,"about_ca_topic_score_gemma":0.0009844219,"domain_scores_codex":[0.9998955,0.00001452653,0.000006774846,0.00002312252,0.00003133314,0.00002872254],"domain_scores_gemma":[0.9999088,0.00002079973,0.00002854317,0.00000582503,0.00002039412,0.00001565091],"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":[0.0000670136,0.00003140169,0.0000964409,0.0001166091,0.000005460602,0.00003415351,0.00001966436,0.00004765573,0.9965365,0.0001572034,0.00005592184,0.002832024],"study_design_scores_gemma":[0.0000135218,0.0009989551,0.003233075,0.0000246553,0.00003709051,0.0001393872,0.00009424298,0.0008828761,0.9911711,0.000182913,0.003213451,0.000008772059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686691,0.01491871,0.0123317,0.0002888016,0.0001073884,0.00006605874,0.0002139307,0.0001653639,0.003239027],"genre_scores_gemma":[0.9861356,0.006155111,0.004805967,0.0001500163,0.00004604216,0.00006833157,0.0001379867,0.00001537134,0.002485466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001101955,"threshold_uncertainty_score":0.003686368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005869669002460789,"score_gpt":0.1896013280839473,"score_spread":0.1837316590814865,"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."}}