{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005835742,0.0003326786,0.0003232701,0.0001530031,0.0000708838,0.00001234304,0.0003375687,0.0001410086,0.0002378695],"category_scores_gemma":[0.0004383227,0.0002348965,0.0006013417,0.00008220076,0.0002983805,0.00001864111,0.0001341991,0.00003853502,0.00003022375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008500064,"about_ca_system_score_gemma":0.0004395439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001005911,"about_ca_topic_score_gemma":0.00001854445,"domain_scores_codex":[0.9981866,0.0001243753,0.0006042668,0.0003955207,0.0003752102,0.0003139956],"domain_scores_gemma":[0.9980241,0.00004266579,0.0003907951,0.0008716784,0.0004039411,0.0002668247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007643849,0.0002957946,0.9799337,0.0001088745,0.0002826348,0.00003878275,0.000147789,0.000204891,0.01560356,0.000621106,0.001307564,0.0006909655],"study_design_scores_gemma":[0.00178036,0.0003446725,0.989171,0.0001011346,0.00009401188,5.929264e-7,0.00007185922,0.00000224937,0.007542845,0.0001050179,0.0004771567,0.0003091259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965955,0.0002384975,0.00006518701,0.00001870521,0.000207838,0.0004856545,0.001452483,0.00003586814,0.000900273],"genre_scores_gemma":[0.9992719,0.00006781897,0.00003098536,0.00004199572,0.0001427396,0.00006547458,0.000167741,0.00005252561,0.0001588003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009237319,"threshold_uncertainty_score":0.95788,"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."}}