{"id":"W3206229337","doi":"10.1093/ecco-jcc/jjab177","title":"ECCO Guidelines on Therapeutics in Ulcerative Colitis: Surgical Treatment","year":2021,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":528,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Institute for Health and Care Research; European Crohn's and Colitis Organisation","keywords":"Medicine; Ulcerative colitis; Medical therapy; Intensive care medicine; Refractory (planetary science); Vedolizumab; Colitis; General surgery; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006950395,0.001322472,0.001862145,0.004734632,0.001037479,0.003383987,0.00261347,0.007642264,0.006967948],"category_scores_gemma":[0.01905942,0.0005437346,0.001954634,0.003919816,0.001633167,0.002287934,0.003112122,0.007505429,0.005038879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996028,"about_ca_system_score_gemma":0.007783961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003834572,"about_ca_topic_score_gemma":0.0100277,"domain_scores_codex":[0.9905426,0.002979529,0.002250812,0.0002665941,0.003431623,0.0005289139],"domain_scores_gemma":[0.9796343,0.006933959,0.003842853,0.0006002443,0.007177434,0.001811279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009426941,0.0001077002,0.0004893852,0.004621709,0.0000594738,0.0003356894,0.0001988119,0.0003302873,0.0004061975,0.005280942,0.7973883,0.1906872],"study_design_scores_gemma":[0.00005039981,0.00005289501,0.0009574817,0.01151369,0.00007134466,0.0007448815,0.00008744974,0.0000912748,0.0001045282,0.002219104,0.9840815,0.00002546931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001445063,0.6495325,0.007004231,0.2034335,0.05992868,0.0006484712,0.001636239,0.0003569428,0.07601433],"genre_scores_gemma":[0.01166774,0.7119483,0.03280251,0.1470432,0.04699838,0.001215842,0.005442525,0.0003713712,0.04251009],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007642264,"threshold_uncertainty_score":0.03675765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371641978039184,"score_gpt":0.3064390085316133,"score_spread":0.2827225887512214,"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."}}