{"id":"W4293050973","doi":"10.1016/j.cgh.2022.08.020","title":"Serum Amylase as a Biomarker for Proof-of-Concept Studies in Post Endoscopic Retrograde Cholangiopancreatography Pancreatitis Prevention","year":2022,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Randomized controlled trial; Pancreatitis; Scopus; Repurposing; Hyperamylasemia; Internal medicine; MEDLINE; Gastroenterology; Amylase","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":[0.03246863,0.001737627,0.002555832,0.001605611,0.0006039266,0.007056745,0.001630937,0.003685781,0.004057481],"category_scores_gemma":[0.03098912,0.0009575599,0.001803366,0.0008296474,0.001740658,0.003008345,0.001702177,0.003465947,0.001144832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008388993,"about_ca_system_score_gemma":0.003477355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001305014,"about_ca_topic_score_gemma":0.0001852155,"domain_scores_codex":[0.9877235,0.007831808,0.0006370969,0.0006450723,0.002638883,0.0005236152],"domain_scores_gemma":[0.9696828,0.01515241,0.00618208,0.001611672,0.004932631,0.002438451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0802693,0.01185853,0.1767961,0.01765333,0.005030161,0.002934622,0.0009368393,0.002670912,0.1774456,0.01118066,0.01353444,0.4996894],"study_design_scores_gemma":[0.02012153,0.2449938,0.1707861,0.01040637,0.01758912,0.00943507,0.001858202,0.02342479,0.3290406,0.02031183,0.1513163,0.0007163038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5341925,0.3509913,0.07042642,0.01431602,0.005750218,0.006641782,0.002577622,0.001029794,0.01407432],"genre_scores_gemma":[0.8990545,0.03902443,0.04986416,0.004368966,0.001971149,0.00256909,0.001156825,0.0001109353,0.001879937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03246863,"threshold_uncertainty_score":0.1717126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06763477321790463,"score_gpt":0.3901671085239776,"score_spread":0.322532335306073,"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."}}