{"id":"W4415544975","doi":"10.1002/ueg2.70133","title":"Common Practice of Percutaneous Drainage in Necrotising Pancreatitis—A Multicentre Retrospective Study (DRACULA)","year":2025,"lang":"en","type":"article","venue":"United European Gastroenterology Journal","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Universitätsklinikum Hamburg-Eppendorf; Departamento de Ingeniería Mecánica, Universidad de Chile; Uniwersytet Jana Kochanowskiego w Kielcach; Deutsche Krebshilfe; Università di Bologna; Deutsche Forschungsgemeinschaft; Ludwig-Maximilians-Universität München; Technische Universität München; Academy of Military Medical Sciences; Universidade do Minho; Albert-Ludwigs-Universität Freiburg; University of Toronto; Gentofte Hospital; Általános Orvostudományi Kar, Pécsi Tudományegyetem; Deutschen Konsortium für Translationale Krebsforschung; Newcastle University; Semmelweis Egyetem; Deutsches Krebsforschungszentrum; Pécsi Tudományegyetem; Universität Ulm; Medizinischen Hochschule Hannover","keywords":"Retrospective cohort study; Percutaneous; Drainage; Clinical trial; Clinical Practice; Incidence (geometry)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001445363,0.0002214067,0.0004168281,0.001577507,0.0005099754,0.001076941,0.0005690058,0.0005068606,0.00108157],"category_scores_gemma":[0.003475404,0.0003654212,0.0005554585,0.002047593,0.0004912468,0.0005418613,0.0009602907,0.0003907098,0.0002106009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007321174,"about_ca_system_score_gemma":0.000667735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005049808,"about_ca_topic_score_gemma":0.005214026,"domain_scores_codex":[0.9981449,0.0005994891,0.0003826476,0.000364691,0.0002840346,0.0002243188],"domain_scores_gemma":[0.9942383,0.0008097831,0.003725937,0.0004273615,0.0003613472,0.0004372733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003819063,0.0000111535,0.9990373,0.00002447905,0.0000228489,0.00007875451,0.0000933046,0.000007500485,0.00006135911,0.000009128911,0.00003780053,0.0005782968],"study_design_scores_gemma":[0.000006072855,0.00008923604,0.9984438,0.00002763505,0.00002016795,0.0007552423,0.0004026257,0.00004350029,0.00004051148,0.000007271903,0.000159559,0.000004314233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984559,0.00096818,0.00006427686,0.00004835538,0.000004086982,0.00001571636,0.0002016997,0.000002772007,0.0002390135],"genre_scores_gemma":[0.9994743,0.0002404282,0.00006919294,0.00002805168,0.000007798806,0.00001141306,0.0001321288,0.000001447343,0.00003532564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005049808,"threshold_uncertainty_score":0.01004082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008519352322433095,"score_gpt":0.2807031331335767,"score_spread":0.2721837808111436,"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."}}