{"id":"W2079339031","doi":"10.1016/j.cgh.2013.09.054","title":"Decreasing Mortality From Acute Biliary Diseases That Require Endoscopic Retrograde Cholangiopancreatography: A Nationwide Cohort Study","year":2013,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Toronto; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Odds ratio; Confidence interval; Acute pancreatitis; Internal medicine; Cholecystectomy; Comorbidity; Cohort; Surgery; Pancreatitis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001074094,0.0006011798,0.000580845,0.001031768,0.001251999,0.0012082,0.0009717951,0.001283356,0.00218107],"category_scores_gemma":[0.002970174,0.001087528,0.001675414,0.001734757,0.0004747558,0.001251992,0.001015485,0.001442944,0.0004763833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005907909,"about_ca_system_score_gemma":0.000837376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02728016,"about_ca_topic_score_gemma":0.03455643,"domain_scores_codex":[0.998869,0.0002675228,0.0001253548,0.0003564198,0.0001100633,0.0002716157],"domain_scores_gemma":[0.9970842,0.0002866219,0.001055603,0.0005917911,0.000400546,0.000581246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001346314,0.00007556223,0.9989657,0.000003502315,0.0001366086,0.00008386221,0.00005028358,0.00001420558,0.0001267017,0.000009484747,0.0001187061,0.0002807346],"study_design_scores_gemma":[0.00001188227,0.00007391067,0.9992994,0.000002705033,0.00007035657,0.0001648712,0.0001970729,0.00007085754,0.00001757786,0.000009204233,0.00007758362,0.000004559364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988661,0.0001198014,0.00006035217,0.00006907391,0.00001241132,0.000007124334,0.0006229925,0.000004284377,0.0002379075],"genre_scores_gemma":[0.9985027,0.000104942,0.0000773953,0.00005537532,0.000014638,0.0000107206,0.0009722286,0.000004504835,0.0002575218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02728016,"threshold_uncertainty_score":0.05424273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462004736758944,"score_gpt":0.3397566716417499,"score_spread":0.3051366242741604,"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."}}