{"id":"W1991752063","doi":"10.1097/mpa.0b013e31815a399f","title":"Early Gut Mucosal Dysfunction in Patients With Acute Pancreatitis","year":2008,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Gastroenterology; Acute pancreatitis; Medicine; Internal medicine; Lactulose; Organ dysfunction; Multiple organ dysfunction syndrome; Pancreatitis; Complication; Intestinal permeability; Mannitol; Septic shock; Sepsis","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":[0.00006032352,0.0002181218,0.0004307507,0.0001512282,0.0001112805,0.000005749925,0.00004833658,0.0001279039,0.0001521507],"category_scores_gemma":[0.00003317955,0.0001686165,0.00006251346,0.0002439315,0.000130546,0.0001433788,0.00001946037,0.0001970339,0.0002723603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283097,"about_ca_system_score_gemma":0.00009979426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006365938,"about_ca_topic_score_gemma":0.0000521258,"domain_scores_codex":[0.9987529,0.00006163012,0.0002182131,0.0003518986,0.0002690485,0.0003463295],"domain_scores_gemma":[0.9993256,0.0000375132,0.00007055272,0.0003215115,0.00009109851,0.0001536727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001291403,0.0004840082,0.9941997,0.000009635525,0.0002078439,0.002092712,0.0001782071,9.297355e-7,0.00006804037,0.0001196991,0.0002531306,0.001094675],"study_design_scores_gemma":[0.008855507,0.001433415,0.9880365,0.00007252669,0.0002918524,0.0006614848,0.000005436448,0.000004998164,0.0001683375,0.00004310469,0.0002620082,0.0001648072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863982,0.0001308915,0.00007126889,0.00009168753,0.00009948748,0.0004993381,0.000032328,0.0001019489,0.01257491],"genre_scores_gemma":[0.9964204,0.0001614175,0.001273666,0.0002053799,0.00007537586,0.0001036592,0.0002063028,0.00003018333,0.001523633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01105128,"threshold_uncertainty_score":0.6875982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007980415665311652,"score_gpt":0.2168215100529375,"score_spread":0.2088410943876258,"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."}}