{"id":"W4413290806","doi":"10.21203/rs.3.rs-7274346/v1","title":"Endovascular management of arteriovenous fistula post-biopsy of pediatric transplanted kidney using embolization with detachable coils","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Embolization; Arteriovenous fistula; Medicine; Radiology","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":[0.0002981588,0.0005187263,0.000652498,0.0009851594,0.0009743473,0.0007191806,0.0004924414,0.001227744,0.001247401],"category_scores_gemma":[0.00130923,0.0002161206,0.0006991029,0.0004965191,0.0006143045,0.0008977226,0.0005499769,0.001595064,0.0003158028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005724364,"about_ca_system_score_gemma":0.0006351092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005935101,"about_ca_topic_score_gemma":0.0009542493,"domain_scores_codex":[0.9997596,0.00003102958,0.00003000168,0.00005019087,0.00004405913,0.00008500601],"domain_scores_gemma":[0.9994527,0.0001879855,0.0001015618,0.00006651784,0.00002560738,0.000165705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001451093,0.0004470571,0.0424324,0.0003048659,0.0001455068,0.8731008,0.000355495,0.001736459,0.0163745,0.001900773,0.001951835,0.05979927],"study_design_scores_gemma":[0.0001156237,0.001131555,0.03556935,0.00007839521,0.0001677437,0.9280968,0.0001729965,0.003746884,0.02374034,0.001281426,0.005860119,0.00003864045],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698536,0.006315692,0.01721369,0.002107358,0.0004265296,0.00007948619,0.0002040534,0.0003046145,0.003495094],"genre_scores_gemma":[0.9890296,0.001826319,0.007099652,0.0003650837,0.0005183167,0.00002375575,0.0001829797,0.00004431869,0.0009099179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001247401,"threshold_uncertainty_score":0.004172981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054060535685501,"score_gpt":0.3643278456725559,"score_spread":0.3102673099870549,"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."}}