{"id":"W4296244655","doi":"10.1007/s00270-022-03257-1","title":"Direct Ultrasound-Guided Transcervical Embolization of a Uterine Arteriovenous Malformation Refractory to Endovascular Embolization","year":2022,"lang":"en","type":"letter","venue":"CardioVascular and Interventional Radiology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Health; Surrey Memorial Hospital; University of British Columbia","funders":"","keywords":"Medicine; Embolization; Refractory (planetary science); Arteriovenous malformation; Radiology; Ultrasound; Interventional radiology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006062264,0.000358933,0.001400399,0.0004361474,0.0001111087,0.00001821988,0.0001668641,0.0005177537,0.001504464],"category_scores_gemma":[0.0001039741,0.0003417354,0.001816298,0.0002295449,0.00009935231,0.0001035652,0.00007614683,0.0006938213,0.0000158184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179617,"about_ca_system_score_gemma":0.00009142395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001615475,"about_ca_topic_score_gemma":0.000003926187,"domain_scores_codex":[0.9968886,0.0005407136,0.0009291251,0.0005886261,0.000696814,0.000356169],"domain_scores_gemma":[0.9987535,0.00006700219,0.0002092256,0.0005423022,0.0002872276,0.0001407119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004935278,0.002113089,0.006308337,0.08998883,0.04646833,0.005473731,0.004724249,0.004487957,0.006245693,0.002344346,0.7645931,0.0623171],"study_design_scores_gemma":[0.001676146,0.001901711,0.01376035,0.0004288377,0.0008633651,0.009915276,0.00003935756,0.0001483258,0.0002274854,0.0001428418,0.9705186,0.000377704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6143834,0.1037444,0.1128496,0.1237487,0.01004029,0.01194767,0.005346626,0.0007797786,0.01715942],"genre_scores_gemma":[0.8620068,0.004321457,0.000699131,0.1075565,0.004531626,0.0006458057,0.01661735,0.0002210172,0.00340028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2476234,"threshold_uncertainty_score":0.9999034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257311000298021,"score_gpt":0.2843875892666491,"score_spread":0.2618144792636689,"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."}}