{"id":"W2511018226","doi":"10.1038/nrgastro.2016.116","title":"Acute severe ulcerative colitis: from pathophysiology to clinical management","year":2016,"lang":"en","type":"review","venue":"Nature Reviews Gastroenterology & Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":184,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital; Robarts Clinical Trials","funders":"","keywords":"Medicine; Ulcerative colitis; Infliximab; Pathophysiology; Disease; Colectomy; Inflammatory bowel disease; Intensive care medicine; Colitis; Internal medicine; Gastroenterology; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076481,0.001033955,0.002176481,0.001475873,0.0002132612,0.001518108,0.000764079,0.001358166,0.001603962],"category_scores_gemma":[0.00121443,0.0003199812,0.0004562594,0.001560271,0.0006995328,0.001337658,0.001009869,0.002317047,0.001000014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004462982,"about_ca_system_score_gemma":0.001123429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000621037,"about_ca_topic_score_gemma":0.001382582,"domain_scores_codex":[0.9996927,0.00006342577,0.00005121643,0.0000429659,0.0001143747,0.00003525177],"domain_scores_gemma":[0.9994546,0.0002443731,0.0001023704,0.00001462173,0.0001146001,0.00006946311],"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":[0.0001296835,0.00005032387,0.0004291335,0.0106727,0.00008366018,0.000431382,0.00004216787,0.0003963589,0.0008640243,0.001662983,0.02966076,0.955577],"study_design_scores_gemma":[0.0001069755,0.0002070124,0.00311886,0.01362596,0.0003442117,0.006072283,0.0002092362,0.0003079846,0.0004032656,0.005017846,0.9705236,0.00006270593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007865277,0.9989329,0.0001160742,0.0003219601,0.0002367577,0.000002145805,0.000008059843,0.000004669202,0.000298795],"genre_scores_gemma":[0.0007741583,0.9979987,0.0001907758,0.0002859503,0.0005302979,0.000003619649,0.00001595109,0.000001166214,0.0001994978],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002176481,"threshold_uncertainty_score":0.005365789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167375470494211,"score_gpt":0.346994610134946,"score_spread":0.3302570630855249,"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."}}