{"id":"W3097599655","doi":"10.1016/j.cgh.2020.10.039","title":"Contemporary Risk of Surgery in Patients With Ulcerative Colitis and Crohn’s Disease: A Meta-Analysis of Population-Based Cohorts","year":2020,"lang":"en","type":"review","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":308,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Calgary","funders":"National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Tillotts Pharma; Crohn's and Colitis Foundation; UCB; American Gastroenterological Association; Teva Pharmaceutical Industries; Prometheus; Gilead Sciences; Johnson and Johnson; Takeda Pharmaceutical Company; AbbVie; Merck; Pfizer; Shire; Bristol-Myers Squibb","keywords":"Medicine; Ulcerative colitis; Colectomy; Internal medicine; Crohn's disease; Meta-analysis; Population; Cohort study; Confidence interval; Gastroenterology; Disease; Surgery","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":[0.002920317,0.001387311,0.006313954,0.001199343,0.0001772307,0.001423836,0.001104258,0.001198977,0.001678002],"category_scores_gemma":[0.004241257,0.0006264939,0.01125649,0.002477571,0.0002132884,0.0007776168,0.0007455943,0.001490465,0.0002175619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003984993,"about_ca_system_score_gemma":0.0006818681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146464,"about_ca_topic_score_gemma":0.004770217,"domain_scores_codex":[0.9984151,0.0006669338,0.0002652735,0.0003803359,0.000189795,0.00008250874],"domain_scores_gemma":[0.997842,0.001482295,0.0003185405,0.0001329825,0.0001568951,0.00006732959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.009866313,0.0000893972,0.09470896,0.07540596,0.6739734,0.0004268715,0.0001190792,0.002001566,0.000793518,0.0004990838,0.004095763,0.1380199],"study_design_scores_gemma":[0.001184196,0.0006688104,0.1399208,0.007769762,0.8324304,0.0008084245,0.0001707961,0.001089541,0.0003377489,0.001670954,0.0138121,0.0001365446],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00932262,0.9894243,0.0004420887,0.0001327161,0.0001324895,0.000009924099,0.0003470775,0.00001238301,0.000176355],"genre_scores_gemma":[0.1981634,0.7971607,0.001516794,0.0006348682,0.0006742345,0.00006749341,0.001409682,0.00002326489,0.0003496475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006313954,"threshold_uncertainty_score":0.01544428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05939774575431695,"score_gpt":0.3291634882735658,"score_spread":0.2697657425192489,"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."}}