{"id":"W4225282958","doi":"10.1186/s42155-021-00269-9","title":"Management of Pancreatico-duodenal arterio-venous malformation","year":2022,"lang":"en","type":"article","venue":"CVIR Endovascular","topic":"Abdominal vascular conditions and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Asymptomatic; Embolization; Surgery; Radiology; Angiography; Interventional 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":[0.0002013992,0.0003092752,0.0002367546,0.0005787384,0.000374546,0.0005135828,0.0002371954,0.0005215413,0.0007537226],"category_scores_gemma":[0.001375927,0.00008663446,0.0001593802,0.0003848704,0.0003332206,0.0003227311,0.0003010778,0.0004158449,0.0002554252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797306,"about_ca_system_score_gemma":0.0002390455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001331645,"about_ca_topic_score_gemma":0.0002098097,"domain_scores_codex":[0.9998292,0.00004081422,0.00002622519,0.00002691147,0.00003223742,0.00004468297],"domain_scores_gemma":[0.9994869,0.0001415416,0.0001881986,0.0000283027,0.00002745605,0.0001275819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0003140727,0.0001824155,0.7131023,0.000343901,0.00009732749,0.1384741,0.0002418277,0.0005992511,0.009072218,0.00043368,0.0014659,0.1356729],"study_design_scores_gemma":[0.00004229489,0.0005305107,0.1378496,0.0001102152,0.00005101008,0.8535792,0.0002340733,0.000829841,0.002913864,0.0003818081,0.003464302,0.00001336658],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792539,0.01332331,0.003906765,0.0005354678,0.00005662558,0.00002378234,0.00008362416,0.00006905606,0.002747498],"genre_scores_gemma":[0.995944,0.002352623,0.001127059,0.0001124043,0.0001621058,0.0000104707,0.00009746148,0.00000771822,0.000186109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007537226,"threshold_uncertainty_score":0.002521455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009261608230066005,"score_gpt":0.2295218645212402,"score_spread":0.2202602562911742,"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."}}