{"id":"W2011756150","doi":"10.1136/gut.2007.136481","title":"Severe paediatric ulcerative colitis: incidence, outcomes and optimal timing for second-line therapy","year":2007,"lang":"en","type":"article","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Ulcerative colitis; Colectomy; Internal medicine; Cohort; Incidence (geometry); Population; Gastroenterology; Colitis; Univariate analysis; Corticosteroid; Surgery; Multivariate analysis; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004447561,0.000196715,0.0003865469,0.0004911054,0.0002122139,0.0005599479,0.0002266746,0.0004142344,0.000882698],"category_scores_gemma":[0.002997522,0.0001112112,0.0003195141,0.0006318146,0.0002690948,0.0003967136,0.0002915365,0.0004841175,0.000124958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004523527,"about_ca_system_score_gemma":0.0004661379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002660599,"about_ca_topic_score_gemma":0.002505646,"domain_scores_codex":[0.999544,0.0001153611,0.00005799139,0.0000862588,0.0001030024,0.00009346675],"domain_scores_gemma":[0.997809,0.0003726271,0.001302399,0.00003669459,0.0001038438,0.000375461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001325933,0.00001155735,0.9950745,0.0000347341,0.00001974475,0.0005184035,0.00004379423,0.0001103593,0.000121064,0.0000138566,0.0001198588,0.00379968],"study_design_scores_gemma":[0.000006452137,0.0001380937,0.9958025,0.00003931661,0.00001476972,0.00353197,0.0001108032,0.0001196265,0.00007389243,0.00001691646,0.0001431662,0.000002594233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943829,0.004756089,0.0000884774,0.0001341807,0.000007093813,0.000005743178,0.0002097629,0.000006704998,0.0004090838],"genre_scores_gemma":[0.9987195,0.0009159564,0.000077804,0.0000129194,0.00001512135,0.000003936893,0.0002205554,0.000001836567,0.00003254511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002660599,"threshold_uncertainty_score":0.005290151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133524890622965,"score_gpt":0.2771956440207121,"score_spread":0.2638431549584156,"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."}}