{"id":"W3048666061","doi":"10.1007/s00464-020-07893-x","title":"Double-balloon enteroscopy for diagnostic and therapeutic ERCP in patients with surgically altered gastrointestinal anatomy: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Surgical Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Double-balloon enteroscopy; Enteroscopy; Meta-analysis; Abdominal surgery; Hepatology; Adverse effect; Endoscopy; Confidence interval; Subgroup analysis; Surgery; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005344747,0.0009508344,0.01179368,0.0003646094,0.00006024139,0.00008465202,0.0002202609,0.0001651934,0.0002128868],"category_scores_gemma":[0.0002880789,0.0005332148,0.001707891,0.001033292,0.0001683266,0.00006253405,0.00009168858,0.0005444192,0.00000797031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008040499,"about_ca_system_score_gemma":0.0001940902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002670056,"about_ca_topic_score_gemma":0.00002042003,"domain_scores_codex":[0.9957316,0.0004663738,0.001553224,0.001116181,0.000548739,0.0005838676],"domain_scores_gemma":[0.9965284,0.00170179,0.0005869051,0.0005488101,0.000177904,0.0004561684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007285097,0.0004738067,0.001593478,0.9367163,0.05927956,0.0002237917,0.00002832991,2.660455e-7,2.221225e-8,0.00006230862,0.00002850049,0.0008650914],"study_design_scores_gemma":[0.01112327,0.001457229,0.0001045346,0.06799556,0.9012401,0.0002282853,0.00001077746,0.000008586652,1.303626e-7,0.000009955949,0.01726514,0.0005564881],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001386171,0.9885309,0.00004070608,0.0003922064,0.00001918934,0.01058716,0.0001965752,0.00005009199,0.00004460354],"genre_scores_gemma":[0.00129578,0.9947268,0.0004140039,0.00045854,0.00002398904,0.002368624,0.0005529373,0.00009348697,0.00006589072],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8687208,"threshold_uncertainty_score":0.9997119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318771029380565,"score_gpt":0.3366986008538939,"score_spread":0.2935108905600883,"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."}}