{"id":"W2945377471","doi":"10.1055/a-0901-7343","title":"Endoscopic ultrasound-guided transmural approach versus ERCP-guided transpapillary approach for primary decompression of malignant biliary obstruction: a meta-analysis","year":2019,"lang":"en","type":"review","venue":"Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Calgary; McMaster University; Population Health Research Institute; University of Toronto","funders":"","keywords":"Medicine; Endoscopic ultrasound; Endoscopic retrograde cholangiopancreatography; Confidence interval; Meta-analysis; Decompression; Relative risk; Occlusion; Radiology; Pancreatitis; Adverse effect; Stent; Internal medicine; Surgery","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","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0007247459,0.001488939,0.01066054,0.001120225,0.0001652412,0.00005267859,0.0007698339,0.0009555478,0.0005486939],"category_scores_gemma":[0.0001058277,0.001026534,0.01090958,0.001789523,0.0002740084,0.0002005844,0.00005693999,0.0008175265,0.00001277427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388268,"about_ca_system_score_gemma":0.0009218894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008963009,"about_ca_topic_score_gemma":0.00000312467,"domain_scores_codex":[0.9929335,0.0005695766,0.002550333,0.001875425,0.001126924,0.0009442323],"domain_scores_gemma":[0.9955007,0.0009522235,0.000992412,0.001923551,0.0002817669,0.0003493414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001509869,0.003065485,0.0003430537,0.3098522,0.6263388,0.00003401847,0.0009105621,0.0005446112,0.0009113066,0.0001904366,0.007658607,0.04864108],"study_design_scores_gemma":[0.00706999,0.000714045,0.00007988593,0.0009339318,0.8972583,0.0001720602,0.0002586792,0.0001547794,0.0003533919,0.00001991693,0.09189399,0.001090992],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001557224,0.9769641,0.009974718,0.00003430293,0.0008597027,0.007730837,0.0007353048,0.0001635923,0.003381751],"genre_scores_gemma":[0.0007706166,0.9196009,0.06637768,0.00008162725,0.0002634147,0.001915695,0.009707888,0.0002412567,0.001040949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3089183,"threshold_uncertainty_score":0.999786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.158857972864949,"score_gpt":0.3683007826449333,"score_spread":0.2094428097799844,"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."}}