{"id":"W2336334645","doi":"10.1097/mib.0000000000000870","title":"Impact of Specialized Inpatient IBD Care on Outcomes of IBD Hospitalizations","year":2016,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Odds ratio; Confidence interval; Inflammatory bowel disease; Ulcerative colitis; Retrospective cohort study; Multivariate analysis; Internal medicine; Inpatient care; Referral; Crohn's disease; Ambulatory; Emergency medicine; Ambulatory care; Cohort; Pediatrics; Health care; Disease; Family medicine","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":[0.001207599,0.0001865487,0.0002786804,0.0004064745,0.0003275178,0.0008555638,0.000393597,0.0002741696,0.001431053],"category_scores_gemma":[0.008667378,0.000123484,0.0005894925,0.0007057986,0.000313903,0.0003756194,0.0008527466,0.0007083893,0.00008190081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171214,"about_ca_system_score_gemma":0.00131837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005885858,"about_ca_topic_score_gemma":0.009090104,"domain_scores_codex":[0.9981325,0.0005541635,0.0002666806,0.0001995637,0.0003912847,0.0004559142],"domain_scores_gemma":[0.9882351,0.001374983,0.007318161,0.0003748941,0.0007851297,0.001911656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085775,0.00005095511,0.9973028,0.00002359751,0.00006691666,0.00004583575,0.00004276976,0.00006022181,0.00005175862,0.00001989978,0.00009344439,0.002133212],"study_design_scores_gemma":[0.000003269005,0.00008413872,0.9995658,0.00001532918,0.00001779888,0.00007523863,0.00008832222,0.0000686271,0.00001863642,0.000009336254,0.00005195866,0.000001649519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987726,0.0003787228,0.00004122384,0.0001278646,0.000009526776,0.000008493637,0.0002095327,0.000002725703,0.0004493342],"genre_scores_gemma":[0.9995918,0.0001013187,0.00003680734,0.00002551949,0.00001205312,0.000003793651,0.0001998889,9.554675e-7,0.00002795672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005885858,"threshold_uncertainty_score":0.01170319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006494932882806176,"score_gpt":0.2561082210991447,"score_spread":0.2496132882163385,"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."}}