{"id":"W4288051489","doi":"10.1093/ecco-jcc/jjac100","title":"Endoscopic Postoperative Recurrence in Crohn’s Disease After Curative Ileocecal Resection with Early Prophylaxis by Anti-TNF, Vedolizumab or Ustekinumab: A Real-World Multicentre European Study","year":2022,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Ustekinumab; Vedolizumab; Crohn's disease; Surgery; Inflammatory bowel disease; Internal medicine; Gastroenterology; Disease; Infliximab","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":[0.00228046,0.0004157341,0.000726193,0.0004273126,0.0003056442,0.0006802538,0.0005182259,0.0007186729,0.0008010414],"category_scores_gemma":[0.002818171,0.0003230356,0.001169365,0.000688609,0.0004993784,0.0004436183,0.0004849512,0.0004481462,0.0001651426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004181379,"about_ca_system_score_gemma":0.0004378227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013491,"about_ca_topic_score_gemma":0.001278379,"domain_scores_codex":[0.9985567,0.000760874,0.000178633,0.0002343429,0.000142423,0.0001270291],"domain_scores_gemma":[0.9965574,0.000868122,0.0016448,0.0002744999,0.0001861036,0.0004691253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008889667,0.001338988,0.9818134,0.0002755286,0.0004783634,0.0005940713,0.000276558,0.000105702,0.0004732477,0.00002762228,0.0001606723,0.005566079],"study_design_scores_gemma":[0.0007938669,0.00577894,0.9900072,0.00005032167,0.0003865345,0.001712421,0.0004143511,0.000273122,0.0001744104,0.00001587112,0.0003754356,0.0000174844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993838,0.0004267558,0.0000372573,0.00001216369,0.000002863553,0.00002076562,0.00005401759,8.459621e-7,0.00006148996],"genre_scores_gemma":[0.99935,0.0002708996,0.00008365398,0.00004157055,0.00001798388,0.0000198841,0.0001736241,0.000001113566,0.00004120887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00228046,"threshold_uncertainty_score":0.01206034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007917662347610504,"score_gpt":0.2515527044065864,"score_spread":0.2436350420589759,"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."}}