{"id":"W4385334487","doi":"10.1093/ibd/izad149","title":"Early Biologic Treatment Decreases Risk of Surgery in Crohn’s Disease but not in Ulcerative Colitis: Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Odds ratio; Ulcerative colitis; Colectomy; Crohn's disease; Internal medicine; Inflammatory bowel disease; Confidence interval; Meta-analysis; Disease; Infliximab; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001060288,0.001313483,0.007950981,0.001129435,0.00009711347,0.00007580144,0.0005000068,0.0004095524,0.00008084568],"category_scores_gemma":[0.002728859,0.0009785923,0.005142947,0.0008270986,0.0003701946,0.00003038315,0.0002789493,0.0002170476,0.00004420741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209733,"about_ca_system_score_gemma":0.001347821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000200875,"about_ca_topic_score_gemma":0.0009448803,"domain_scores_codex":[0.9904596,0.003950113,0.003027476,0.001443806,0.0004289591,0.0006900012],"domain_scores_gemma":[0.9946188,0.0008855253,0.001931036,0.001682026,0.0001947583,0.0006878701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004755964,0.0004880641,0.02155653,0.867278,0.1042455,0.005361087,0.00003426545,0.00004871707,3.078252e-7,0.0000400212,0.00009230486,0.0003795603],"study_design_scores_gemma":[0.0003677939,0.00004014026,0.3119764,0.02602562,0.6600658,0.000005701374,0.00003451556,0.000006428766,0.000001178291,0.00003556629,0.0003859279,0.001054928],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04767035,0.9378029,0.000001389735,0.000007889855,0.00004262983,0.005341417,0.009069959,0.00005486334,0.000008596012],"genre_scores_gemma":[0.006777012,0.9838883,0.000007075325,0.00009697571,0.00005315252,0.007267022,0.001496186,0.000126863,0.0002874348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8412524,"threshold_uncertainty_score":0.9999617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05530128279744694,"score_gpt":0.3103947197259895,"score_spread":0.2550934369285425,"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."}}