{"id":"W4414428516","doi":"10.21203/rs.3.rs-7273065/v1","title":"Focused ultrasound-mediated drug delivery of bevacizumab in treating NF2-related schwannomatosis in an animal model","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Hospital","funders":"","keywords":"Bevacizumab; Drug delivery; Systemic administration; Animal model; Drug; Dorsal root ganglion; Refractory (planetary science)","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":[0.0003787243,0.0003184392,0.0002687054,0.000557414,0.0002069177,0.000242411,0.0003579337,0.0007816945,0.001060038],"category_scores_gemma":[0.0002345384,0.0001755978,0.0002892361,0.0002037803,0.0004678913,0.0004297227,0.0001417921,0.0006082495,0.0002150745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003518966,"about_ca_system_score_gemma":0.0002798999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590197,"about_ca_topic_score_gemma":0.002266213,"domain_scores_codex":[0.9998277,0.00004244589,0.000008379465,0.00003423678,0.00004331014,0.00004388365],"domain_scores_gemma":[0.9999123,0.00002708953,0.00002012501,0.000009922665,0.00001032487,0.00002015044],"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":[0.0009320648,0.0003283267,0.0001185935,0.0001079761,0.00001959419,0.0002752549,0.00005941218,0.0004254998,0.9916024,0.0003806844,0.0001856083,0.005564607],"study_design_scores_gemma":[0.0002682758,0.008186658,0.001705639,0.00002985317,0.0001567283,0.001367241,0.00006839745,0.004239996,0.9778703,0.0002005036,0.005886242,0.00002019828],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981297,0.005555355,0.008703144,0.0003203504,0.0001406721,0.0001572735,0.0001894796,0.0001423669,0.003494325],"genre_scores_gemma":[0.9876186,0.002804402,0.0057143,0.00006178831,0.00003801396,0.00009279302,0.0002294944,0.000020874,0.003419784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002590197,"threshold_uncertainty_score":0.005150199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05282540201815658,"score_gpt":0.3663230655006054,"score_spread":0.3134976634824489,"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."}}