{"id":"W2970363906","doi":"10.1016/j.cgh.2019.08.046","title":"Reliability of Endoscopic Evaluation of Postoperative Recurrent Crohn’s Disease","year":2019,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Robarts Clinical Trials; University of Calgary","funders":"Janssen Pharmaceuticals; Sandoz; Merck Sharp and Dohme; Boehringer Ingelheim; Atlantic Healthcare; Kyowa Hakko Kirin; Ferring Pharmaceuticals; Pfizer; Biogen; Covidien; Tillotts Pharma; Genentech; Hospira; Novo Nordisk; Johnson and Johnson; Meso Scale Diagnostics; Teva Pharmaceutical Industries; Gilead Sciences; Roche; Takeda Pharmaceutical Company; AbbVie; GlaxoSmithKline; Merck; Ipsen Biopharmaceuticals; Dr. Falk Pharma; Shire; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Crohn's disease; Anastomosis; Ileum; Endoscopy; Clinical endpoint; Disease; Surgery; Clinical Practice; Medical therapy; Clinical trial; Internal medicine; Gastroenterology; Physical therapy","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":[0.01284553,0.0006610684,0.0008965172,0.002679785,0.0004331366,0.001327025,0.0009848385,0.001437539,0.001194791],"category_scores_gemma":[0.07897233,0.0004337297,0.001062041,0.000957024,0.0008567182,0.001377199,0.001266603,0.0008274576,0.0008213424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004244962,"about_ca_system_score_gemma":0.0004470132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569586,"about_ca_topic_score_gemma":0.001910811,"domain_scores_codex":[0.9879475,0.005388171,0.002138076,0.001285726,0.002393401,0.0008471321],"domain_scores_gemma":[0.9072463,0.05516528,0.01079541,0.007603966,0.01720465,0.00198436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004968909,0.00002319584,0.9905491,0.00005360439,0.0001131196,0.0001553912,0.0001736628,0.0001465641,0.0006712426,0.00002777919,0.0001627962,0.007426613],"study_design_scores_gemma":[0.00001617391,0.0003846615,0.9924234,0.00007193332,0.0001802393,0.001683062,0.0003732015,0.002437011,0.001283919,0.00008354611,0.001039269,0.00002343286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892865,0.00326787,0.001762698,0.0002247138,0.0002513305,0.00003013483,0.0003635643,0.00005904516,0.004754143],"genre_scores_gemma":[0.9986519,0.0002244503,0.0006236257,0.00005019171,0.0000749967,0.000007317571,0.0001970429,0.00001038221,0.0001599774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284553,"threshold_uncertainty_score":0.06793445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348326333936862,"score_gpt":0.33310878515621,"score_spread":0.3096255218168414,"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."}}