{"id":"W4281679412","doi":"10.1097/mpg.0000000000003464","title":"Utilization of Antitumor Necrosis Factor Biologics in Very Early Onset Inflammatory Bowel Disease","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Toronto; Children's Hospital of Western Ontario; SickKids Foundation; Hospital for Sick Children; London Health Sciences Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Infliximab; Adalimumab; Hazard ratio; Internal medicine; Inflammatory bowel disease; Discontinuation; Retrospective cohort study; Ulcerative colitis; Proportional hazards model; Cohort; Crohn's disease; Cohort study; Confidence interval; Surgery; Gastroenterology; 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":[0.0009623221,0.0001503625,0.0002803673,0.0008149784,0.000272899,0.0004688328,0.0003706354,0.0002160291,0.000903625],"category_scores_gemma":[0.002860733,0.0001677447,0.0003942934,0.001099864,0.0002460967,0.0003393694,0.000382453,0.0004634177,0.00009814955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004498286,"about_ca_system_score_gemma":0.0004533015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003854675,"about_ca_topic_score_gemma":0.004236477,"domain_scores_codex":[0.9992473,0.0001671421,0.0001224347,0.0001487327,0.000187597,0.0001267785],"domain_scores_gemma":[0.9938831,0.0008510156,0.004422817,0.000190972,0.0002388853,0.0004132302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002251136,0.000006234805,0.9994068,0.000005668599,0.000008350415,0.00004477443,0.00001402673,0.00001327789,0.00003341243,0.000004275,0.00001638062,0.000424418],"study_design_scores_gemma":[0.000003242042,0.00005872521,0.998643,0.00001325458,0.00001323349,0.0008974646,0.00006076439,0.00006351768,0.00007026972,0.000007438583,0.0001672177,0.000001814488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987356,0.0006407849,0.00006242962,0.00002882017,0.000003575228,0.000003682208,0.000368464,0.000002322074,0.0001542863],"genre_scores_gemma":[0.9992613,0.0002613627,0.00008896313,0.00001488519,0.000006844743,0.000003588792,0.0003319128,0.000001224625,0.0000299638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003854675,"threshold_uncertainty_score":0.007664442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004080508562212,"score_gpt":0.2294773850329163,"score_spread":0.2194365799472942,"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."}}