{"id":"W2978374030","doi":"10.14309/00000434-201610001-00105","title":"A Meta-Analysis of Diagnostic Test Accuracy (DTA) of the Endoscopic Ultrasound (EUS) and Magnetic Resonance Cholangiopancreatography (MRCP) in Detecting Choledocholithiasis","year":2016,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Receiver operating characteristic; Gold standard (test); Diagnostic odds ratio; Meta-analysis; Endoscopic ultrasound; Magnetic resonance cholangiopancreatography; Radiology; Endoscopic retrograde cholangiopancreatography; Likelihood ratios in diagnostic testing; Publication bias; Nuclear medicine; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03777743,0.003908672,0.02005341,0.009952033,0.001016393,0.005633961,0.003097716,0.003522483,0.00300057],"category_scores_gemma":[0.09257844,0.00190741,0.07812805,0.008394703,0.001189656,0.002855829,0.001990541,0.002798507,0.0003907929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002460803,"about_ca_system_score_gemma":0.002864168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005314337,"about_ca_topic_score_gemma":0.00682326,"domain_scores_codex":[0.9662968,0.01945002,0.006474818,0.004034356,0.002986931,0.000757114],"domain_scores_gemma":[0.8918133,0.0903948,0.009411653,0.003371522,0.004217115,0.0007916337],"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":[0.003619403,0.00002163493,0.01368657,0.06325524,0.9123635,0.0001370776,0.0000555717,0.0006649146,0.0002033934,0.0000856929,0.0003649234,0.005542129],"study_design_scores_gemma":[0.0002871941,0.0001362107,0.004767787,0.002991486,0.9908161,0.00006396408,0.00001642495,0.0002718796,0.00008597159,0.0001394105,0.000409875,0.00001370785],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0242899,0.9706692,0.001951603,0.0005982646,0.000483228,0.0002689667,0.001078715,0.00008172497,0.0005784034],"genre_scores_gemma":[0.6310023,0.3556328,0.006749562,0.001424238,0.001019584,0.001490633,0.001903164,0.000133004,0.00064472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03777743,"threshold_uncertainty_score":0.1997885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736238922382121,"score_gpt":0.2612990013121304,"score_spread":0.2439366120883091,"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."}}