{"id":"W3025621406","doi":"10.1055/s-0040-1704475","title":"THE YIELD OF FOCUSSED ENDOSCOPIC ULTRASOUND IN PATIENTS WITH UNEXPLAINED DILATATION OF COMMON BILE DUCT AND OR PANCREATIC DUCT AND CORRELATION WITH LIVER FUNCTION TESTS","year":2020,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Common bile duct; Pancreatic duct; Internal medicine; Bile duct; Endoscopic ultrasound; Duct (anatomy); Gastroenterology; Radiology; Pancreas; Pathology","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":[0.00004044207,0.0001142574,0.0002210959,0.00004177604,0.00004722652,0.00000854168,0.00002141663,0.00002311637,0.00001439969],"category_scores_gemma":[0.0002132929,0.00006149594,0.00001104929,0.0001873044,0.00009226109,0.00008911889,0.000008761886,0.00007553676,7.114162e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001428813,"about_ca_system_score_gemma":0.0000324857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002253053,"about_ca_topic_score_gemma":0.0002279193,"domain_scores_codex":[0.9993653,0.00003247592,0.0001872741,0.0001550123,0.0001581065,0.0001018139],"domain_scores_gemma":[0.9992023,0.0004403623,0.0001445325,0.0001002422,0.0000604636,0.00005206824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004064157,0.0001792268,0.9931913,0.000115474,0.00005220324,0.000005933381,0.0004548171,0.00001690225,0.001153861,0.00002439701,0.00001508419,0.0007266664],"study_design_scores_gemma":[0.005639744,0.006790749,0.9855033,0.0003565356,0.0001738133,0.000004674162,0.0002826227,0.0002172006,0.0009569722,0.00002421408,0.000004488842,0.00004568448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987295,0.0002046787,0.0002545802,0.000108052,0.00001504699,0.0005981718,0.000009171661,0.00001029883,0.00007055723],"genre_scores_gemma":[0.9988092,0.00005302361,0.0009993663,0.00002830448,0.000007162049,0.00001687193,0.00005048772,0.00001201221,0.00002362849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007687977,"threshold_uncertainty_score":0.2507732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154774548291047,"score_gpt":0.2194094536722166,"score_spread":0.2078617081893061,"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."}}