{"id":"W2922171571","doi":"10.1093/jcag/gwz006.062","title":"A63 EUS-GUIDED BILIARY DRAINAGE FOR DECOMPRESSION OF MALIGNANT BILIARY OBSTRUCTION: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2019,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Endoscopic ultrasound; Endoscopic retrograde cholangiopancreatography; Randomized controlled trial; Meta-analysis; Subgroup analysis; Relative risk; Biliary drainage; Internal medicine; Confidence interval; Radiology; Gastroenterology; Surgery; Pancreatitis","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":[],"consensus_categories":[],"category_scores_codex":[0.002454867,0.0003034274,0.007832096,0.0007849736,0.00006058062,0.00001168277,0.0003565111,0.0002900139,0.00008975565],"category_scores_gemma":[0.001192959,0.0001684466,0.004338951,0.0004029777,0.00006383634,0.00006059941,0.0000447252,0.0003633226,8.910357e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006068334,"about_ca_system_score_gemma":0.0007730049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005789918,"about_ca_topic_score_gemma":0.01315918,"domain_scores_codex":[0.9955901,0.00109506,0.002368389,0.0002202041,0.0004237031,0.0003025596],"domain_scores_gemma":[0.9915732,0.0003422494,0.006572436,0.0004759991,0.0008289644,0.0002071832],"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":[0.00004650835,0.00008162596,0.002184215,0.7786215,0.208012,0.000007765325,0.00005801051,0.000008057319,0.000002306512,0.00001759916,0.01070916,0.0002512127],"study_design_scores_gemma":[0.0006824073,0.0004676449,0.0004568083,0.0206643,0.968784,0.0003971836,0.00003496916,0.00000601236,5.958996e-7,0.00004421379,0.008365349,0.00009649849],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009529215,0.991358,0.00002525266,0.005097854,0.0003502523,0.002712336,0.0003228847,0.000002456865,0.00003561888],"genre_scores_gemma":[0.001680712,0.9952315,0.0003114906,0.001461277,0.00005598033,0.00006516299,0.00005147449,0.0000367683,0.001105595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.760772,"threshold_uncertainty_score":0.7343132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05091046302751338,"score_gpt":0.3195990299760948,"score_spread":0.2686885669485814,"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."}}