{"id":"W2015271759","doi":"10.1097/00006676-200411000-00142","title":"PROSPECTIVE INTERNATIONAL MULTICENTER EVALUATION OF THE SOFA,-APACHEII- AND MOF-SCORE IN PREDICTING MAJOR COMPLICATIONS AND OVERALL PROGNOSIS IN SEVERE ACUTE PANCREATITIS.","year":2004,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Acute pancreatitis; Receiver operating characteristic; Internal medicine; Multiple organ dysfunction syndrome; SOFA score; Organ dysfunction; Pancreatitis; Surgery; Gastroenterology; Critically ill","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":[0.0002743804,0.0001223751,0.0002264566,0.00009483149,0.00005243456,0.000009407112,0.00005253292,0.00007409794,0.00001262129],"category_scores_gemma":[0.0001860457,0.00009352755,0.00003321922,0.0001163084,0.000128502,0.0001104322,0.00005744201,0.0001529551,0.000001527983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023206,"about_ca_system_score_gemma":0.0000890309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007157857,"about_ca_topic_score_gemma":0.0006823365,"domain_scores_codex":[0.9990202,0.00008560563,0.0002440867,0.0002692837,0.0002379831,0.00014288],"domain_scores_gemma":[0.9995139,0.00005906075,0.0001058336,0.0001478146,0.000127566,0.00004581705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001149081,0.0002996151,0.9952335,0.00002146285,0.0001442098,0.00001719075,0.001261684,0.00002583472,0.0008363937,0.0008045718,0.000003088311,0.001237506],"study_design_scores_gemma":[0.007839181,0.00009158044,0.9869877,0.0004302672,0.0003403197,0.0002784411,0.0001133295,0.0008143874,0.001135139,0.001894271,0.000003834973,0.00007154584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936779,0.0004331325,0.00001366095,0.001086993,0.00004403965,0.001364569,0.00006359516,0.00001547123,0.00330063],"genre_scores_gemma":[0.9981233,0.0001547509,0.001116208,0.0001049623,0.00002077267,0.0003975737,0.00004060121,0.00001013592,0.00003171036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008245832,"threshold_uncertainty_score":0.3813943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209213430830931,"score_gpt":0.2964094454438944,"score_spread":0.2743173111355851,"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."}}