{"id":"W2140258090","doi":"10.1038/ctg.2012.13","title":"Increased Epithelial Gaps in the Small Intestine Are Predictive of Hospitalization and Surgery in Patients With Inflammatory Bowel Disease","year":2012,"lang":"en","type":"article","venue":"Clinical and Translational Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Inflammatory bowel disease; Hazard ratio; Colonoscopy; Internal medicine; Ulcerative colitis; Gastroenterology; Proportional hazards model; Confidence interval; Disease; Crohn's disease; Colectomy; Colorectal cancer; Cancer","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":[0.0004400524,0.0001021698,0.0001392385,0.00004976863,0.00001868714,0.000003633415,0.00005360231,0.0000683248,0.000002727094],"category_scores_gemma":[0.0001591825,0.00007559338,0.00004070289,0.00002892405,0.0003058686,0.00001175261,0.00002014316,0.00008836661,2.316958e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001777494,"about_ca_system_score_gemma":0.00003333346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002618979,"about_ca_topic_score_gemma":0.00009608447,"domain_scores_codex":[0.9989078,0.0003036424,0.0003635545,0.0001787305,0.00008359932,0.0001626499],"domain_scores_gemma":[0.9995221,0.0001039329,0.000114829,0.0001004669,0.00005539913,0.0001032139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005240613,0.0003657354,0.994109,0.00003830411,0.00002061508,0.000005953719,0.00004940737,0.00004154601,0.00001226218,0.00004051408,0.000008629991,0.00006746156],"study_design_scores_gemma":[0.002187023,0.0001995001,0.997305,0.000034488,0.00002494717,0.000001349038,0.00001545261,0.00008394574,0.000003195847,0.00007885444,0.0000141141,0.00005208242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999213,0.00007747415,0.0001926556,0.0001650147,0.00003687414,0.0002306986,0.00007718855,0.000002505654,0.000004595958],"genre_scores_gemma":[0.9992861,0.00002497133,0.00005798867,0.000307099,0.00007608548,0.00002428415,0.0002151126,0.000007603423,7.778239e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00319609,"threshold_uncertainty_score":0.3082609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008868186477212476,"score_gpt":0.2272672082232712,"score_spread":0.2183990217460588,"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."}}