{"id":"W2790461204","doi":"10.1093/jcag/gwy009.071","title":"A71 ASSOCIATION OF PREOPERATIVE CORTICOSTEROID USE WITH ADVERSE POSTOPERATIVE OUTCOMES IN PATIENTS UNDERGOING ILEAL POUCH ANAL ANASTOMOSIS FOR ULCERATIVE COLITIS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Ulcerative colitis; Perioperative; Colectomy; Surgery; Body mass index; Anastomosis; Inflammatory bowel disease; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005950968,0.0001478787,0.0006593569,0.0003376687,0.0001036786,0.00001680676,0.0001300499,0.0001415239,0.00004812755],"category_scores_gemma":[0.001875942,0.0001139658,0.0001587341,0.0001785826,0.0000917938,0.0002247936,0.00002426882,0.0002553565,7.370509e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004576628,"about_ca_system_score_gemma":0.001048454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00509432,"about_ca_topic_score_gemma":0.849406,"domain_scores_codex":[0.9978491,0.0004432994,0.0007842587,0.0001427667,0.0004029782,0.0003775854],"domain_scores_gemma":[0.9950673,0.0003283216,0.001842523,0.0001334638,0.002463837,0.0001645733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001858918,0.0001331761,0.9942552,0.00001650496,0.0005552277,0.000002661104,0.001869088,0.00002745265,0.0001361469,0.00002504749,0.001094217,0.00002635],"study_design_scores_gemma":[0.008831446,0.006995112,0.9829209,0.0001976726,0.0001947537,0.000007938528,0.0003103746,0.00003976249,0.00036364,0.0000121945,0.00007204948,0.00005419024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934726,0.000001165493,0.00005656946,0.005106369,0.0003142034,0.0006722929,0.0003177485,0.00000190513,0.00005718602],"genre_scores_gemma":[0.9972212,0.000003556724,0.0006725759,0.001398306,0.00005201427,0.000008338468,0.00001420786,0.00001473289,0.0006150105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8443117,"threshold_uncertainty_score":0.9992446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009010884920305702,"score_gpt":0.2449864050198698,"score_spread":0.2359755200995641,"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."}}