{"id":"W1991083864","doi":"10.1016/j.dld.2003.10.002","title":"Conservative approach to severe ulcerative colitis","year":2003,"lang":"en","type":"letter","venue":"Digestive and Liver Disease","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ulcerative colitis; Medicine; Metronidazole; Colitis; Bloody; Inflammatory bowel disease; Internal medicine; Gastroenterology; Methylprednisolone; Surgery; Disease","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":[0.00009133872,0.0005519498,0.000318308,0.00008630088,0.0001859581,0.00008846493,0.0002239006,0.0004452076,0.0000602137],"category_scores_gemma":[0.000182049,0.0005585608,0.0001717435,0.00008776451,0.0002805974,0.00001039514,0.0001764312,0.000450287,0.00007432823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004970189,"about_ca_system_score_gemma":0.0004580978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003184631,"about_ca_topic_score_gemma":0.0000145351,"domain_scores_codex":[0.9976058,0.0003832215,0.000226776,0.001023948,0.000260532,0.0004997498],"domain_scores_gemma":[0.9984989,0.00003537583,0.0001189955,0.0005024254,0.0002897802,0.0005545382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008681113,0.00009131655,0.0055069,0.000245419,0.0002481369,0.001618659,0.0001974098,0.00001357594,0.0000189254,0.0001644345,0.9908608,0.0001663766],"study_design_scores_gemma":[0.0006486583,0.00010049,0.3442,0.00006526504,0.0002233001,0.000019664,0.00008896348,0.00001468974,0.00004067371,0.00007407683,0.6536579,0.0008662826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6688192,0.006925106,0.001956772,0.1485152,0.001492982,0.01369374,0.02868282,0.000284036,0.1296301],"genre_scores_gemma":[0.05887023,0.0002138103,0.0004862638,0.9112826,0.00193555,0.0007259164,0.005996194,0.0001605808,0.02032888],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7627674,"threshold_uncertainty_score":0.9996866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124050289600776,"score_gpt":0.221422284363041,"score_spread":0.2090172554029634,"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."}}