{"id":"W2006092082","doi":"10.1055/s-2002-23650","title":"ERCP-Related Perforations: Risk Factors and Management","year":2002,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":311,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Sphincter of Oddi dysfunction; Pancreatitis; Perforation; Odds ratio; Surgery; Complication; Univariate analysis; Confidence interval; Common bile duct; Incidence (geometry); Internal medicine; Multivariate analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004564281,0.0001031794,0.0001218586,0.00007884403,0.00009381353,0.00001631658,0.00003240639,0.00004263571,0.001620278],"category_scores_gemma":[0.00002390127,0.00007839127,0.00003858837,0.0001252975,0.00004441494,0.00005812518,0.0000180861,0.0001174633,0.0001440959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001497982,"about_ca_system_score_gemma":0.000003233227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003812286,"about_ca_topic_score_gemma":0.000006088364,"domain_scores_codex":[0.9994118,0.00001900615,0.0001256355,0.0001705004,0.0001243019,0.0001487316],"domain_scores_gemma":[0.9996969,0.00001992131,0.00002906296,0.0001597622,0.00001542657,0.00007899964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003479806,0.0003630454,0.9595897,0.0001275558,0.0003696444,0.00003807378,0.003383424,0.00001071229,0.0004218485,0.0008642636,0.02346288,0.01133411],"study_design_scores_gemma":[0.006624318,0.0007799153,0.9290228,0.0001368947,0.0007858492,0.00002122005,0.005442766,0.003485964,0.002801661,0.0008867987,0.04953784,0.0004739376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658162,0.001242302,0.00003983982,0.0005115815,0.0001187908,0.0003394945,0.000005097781,0.00008182089,0.03184488],"genre_scores_gemma":[0.9930428,0.003016545,0.0007461981,0.0001139972,0.00001969651,0.00001504933,0.00001812508,0.0000124684,0.003015077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03056681,"threshold_uncertainty_score":0.9992924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586065940599981,"score_gpt":0.2490326291000281,"score_spread":0.2331719696940283,"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."}}