{"id":"W2403735590","doi":"10.1097/mpa.0000000000000329","title":"Pathophysiological Mechanisms of Acute Pancreatitis Define Inflammatory Markers of Clinical Prognosis","year":2015,"lang":"en","type":"review","venue":"Pancreas","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital","funders":"","keywords":"Acute pancreatitis; Proinflammatory cytokine; Medicine; Pathophysiology; Pancreatitis; Systemic inflammatory response syndrome; Immunology; Immune system; Pathogenesis; Inflammation; Cytokine; Disease; Intensive care medicine; Pathology; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00137985,0.0007157546,0.007553226,0.0002454187,0.00004103809,0.000004469275,0.0002806182,0.001247194,0.0001898333],"category_scores_gemma":[0.0005978603,0.000496181,0.001825924,0.0003567774,0.0005207221,0.00005111588,0.0001934095,0.0006661922,0.0001245044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009940327,"about_ca_system_score_gemma":0.001123993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004668257,"about_ca_topic_score_gemma":0.000002082866,"domain_scores_codex":[0.9947617,0.0009965511,0.002470595,0.0007930758,0.0005169153,0.0004611549],"domain_scores_gemma":[0.9959576,0.0006290136,0.001696444,0.000932968,0.0003658251,0.0004181359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001143731,0.001663898,0.01252181,0.01918303,0.009176901,0.002637838,0.00002765118,6.666018e-8,0.00004080149,0.003379969,0.001297327,0.948927],"study_design_scores_gemma":[0.01360407,0.02090435,0.06058793,0.08159906,0.1473877,0.00658451,0.00005921723,0.0000111562,0.000366426,0.006734401,0.6594745,0.0026867],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005412543,0.9865073,0.00005906643,0.00001393873,0.0003413015,0.002122673,0.0008516196,0.00009861089,0.004592957],"genre_scores_gemma":[0.002343219,0.9883612,0.007214816,0.00003865856,0.0001988214,0.0005067783,0.0009099349,0.00008200476,0.0003445775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9462403,"threshold_uncertainty_score":0.999749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07863098694753637,"score_gpt":0.3829793313376659,"score_spread":0.3043483443901296,"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."}}