{"id":"W1997919146","doi":"10.1016/j.gie.2013.03.572","title":"Sa1521 Mortality From Acute Pancreaticobiliary Diseases Requiring Endoscopic Retrograde Cholangiopancreatography (ERCP) Has Decreased Over Time","year":2013,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Gastroenterology; Internal medicine; General surgery; Radiology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001484612,0.0006904988,0.001129093,0.0002565751,0.0002894482,0.0001355436,0.0002580148,0.0001342699,0.003173371],"category_scores_gemma":[0.0004838294,0.0006021604,0.0005233532,0.0003938697,0.000604649,0.0004055359,0.0001191369,0.0004630592,0.001066614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001833862,"about_ca_system_score_gemma":0.000196665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003226762,"about_ca_topic_score_gemma":0.00002233707,"domain_scores_codex":[0.9964828,0.0002824056,0.000677318,0.001009376,0.0005400302,0.001008066],"domain_scores_gemma":[0.9970134,0.0005531625,0.0002641971,0.001113445,0.000150724,0.0009050706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004230968,0.0005882331,0.8787837,0.00004010385,0.0006329198,0.001655618,0.00003839616,0.000001067287,0.1161405,0.00004513309,0.001309427,0.0003417609],"study_design_scores_gemma":[0.004877389,0.001173041,0.9835393,0.0009476281,0.002354404,0.001840789,0.00002889246,0.0001783321,0.003837107,0.0008243773,0.00005917962,0.0003395919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927927,0.001152804,0.001101962,0.0003112075,0.0001179685,0.001229742,0.0004475176,0.000556749,0.00228937],"genre_scores_gemma":[0.9274276,0.0000884555,0.06954654,0.000487228,0.0003311244,0.0004677864,0.001196976,0.00008955324,0.000364743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1123034,"threshold_uncertainty_score":0.9997112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701898867964615,"score_gpt":0.2683369789627303,"score_spread":0.2513179902830842,"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."}}