{"id":"W7132980252","doi":"","title":"Preclinical Evaluation of an MR-guided High Intensity Focused Ultrasound Platform for in-utero Therapy","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fetus; Ultrasound; High-intensity focused ultrasound; Ablation; Perfusion; Ultrasound energy; Focused ultrasound","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000761184,0.0003357679,0.0003075683,0.0003006482,0.0001443905,0.0003627503,0.000400838,0.000565815,0.001579153],"category_scores_gemma":[0.0004238847,0.000177526,0.0002952092,0.0001280894,0.0002527127,0.0002618388,0.0001865174,0.0008344973,0.0003948908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341892,"about_ca_system_score_gemma":0.000387932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007885856,"about_ca_topic_score_gemma":0.0008901703,"domain_scores_codex":[0.9997994,0.00003397023,0.00001270035,0.00004465575,0.00006600755,0.00004312288],"domain_scores_gemma":[0.9997688,0.00004878499,0.00006013776,0.00002613216,0.00003882082,0.00005723388],"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":[0.0004173157,0.0005815039,0.0002627587,0.0002232862,0.00002053486,0.0001450061,0.00007894338,0.001132634,0.9890849,0.0002818893,0.0003945459,0.007376721],"study_design_scores_gemma":[0.0001237451,0.01969835,0.002409956,0.00004772517,0.0001197385,0.0004321377,0.0000814185,0.004425636,0.9602672,0.0001275041,0.01224733,0.00001931883],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640313,0.004862494,0.02359786,0.0003399724,0.0002175579,0.0006381121,0.0007024001,0.0002794011,0.005330823],"genre_scores_gemma":[0.9771194,0.00362985,0.01342354,0.0001510531,0.0000320988,0.0006080347,0.0007007854,0.00004824025,0.004286982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001579153,"threshold_uncertainty_score":0.005282819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09848257278831592,"score_gpt":0.3955868523538625,"score_spread":0.2971042795655466,"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."}}