{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005739778,0.0004902147,0.0004774322,0.0009794091,0.0004371652,0.0005700611,0.0004193104,0.000907113,0.0009003943],"category_scores_gemma":[0.005590047,0.0002002709,0.0003719742,0.001041399,0.0005258432,0.0007150242,0.0003969716,0.0007487105,0.000211982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002769962,"about_ca_system_score_gemma":0.0004155847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006262762,"about_ca_topic_score_gemma":0.0005143664,"domain_scores_codex":[0.9994578,0.0001735743,0.0000846107,0.00007663166,0.000120243,0.00008717574],"domain_scores_gemma":[0.997678,0.0007076495,0.001176288,0.00005099363,0.0001346647,0.0002524721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009961214,0.00004427143,0.9902539,0.00004317401,0.00002871244,0.002192912,0.0000386111,0.0001613924,0.0001308693,0.00003765697,0.0002366796,0.006732212],"study_design_scores_gemma":[0.00003081017,0.0002937754,0.9490493,0.0001784375,0.00006835874,0.04729867,0.0005191275,0.001475307,0.0002373101,0.0003525335,0.0004745599,0.00002165419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846719,0.01301016,0.0005405705,0.0007214679,0.00003322866,0.00002446434,0.00008598851,0.00002597248,0.000886292],"genre_scores_gemma":[0.997081,0.002063342,0.0004428498,0.00006462248,0.0001394434,0.00001534212,0.0001379219,0.000003414225,0.0000520379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009794091,"threshold_uncertainty_score":0.003035545,"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."}}