{"id":"W2794342247","doi":"10.1093/jcag/gwy008.278","title":"A277 CHARACTERISTICS OF PEDIATRIC IBD AT DIAGNOSIS ASSOCIATED WITH SUBSEQUENT USE OF BIOLOGIC THERAPY: A RETROSPECTIVE STUDY","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"Medicine; Ulcerative colitis; Inflammatory bowel disease; Internal medicine; Logistic regression; Disease; Retrospective cohort study; Infliximab; Vedolizumab; Crohn's 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":[0.0006605954,0.0003347653,0.0006322706,0.001766072,0.0005655112,0.0006422682,0.0004207928,0.000515526,0.002353132],"category_scores_gemma":[0.002570858,0.0004142644,0.0008133647,0.002876944,0.0004046386,0.0006205444,0.0004983245,0.0007081928,0.0003923603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000548255,"about_ca_system_score_gemma":0.0007570725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005088457,"about_ca_topic_score_gemma":0.003049911,"domain_scores_codex":[0.9989547,0.0001669966,0.0001858662,0.0002440857,0.0002957392,0.0001526753],"domain_scores_gemma":[0.9969108,0.0006483059,0.001536969,0.0001907094,0.0003285934,0.0003847201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003824269,0.00001860717,0.9991025,0.00001016961,0.00001535731,0.0002383151,0.0000347344,0.00001708581,0.00004480692,0.000007816147,0.00003990774,0.0004325635],"study_design_scores_gemma":[0.000005522124,0.0001953579,0.9966398,0.00001472017,0.00003459032,0.002227521,0.0003355937,0.0001122868,0.00008378984,0.00001151487,0.0003333672,0.000005817526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985077,0.0005190742,0.00006220479,0.00001294666,0.000004378955,0.00001605341,0.0004657866,0.000003310662,0.000408552],"genre_scores_gemma":[0.9987416,0.0003796353,0.00007901825,0.0000168677,0.00001070301,0.00002996444,0.0006639899,0.000003507743,0.00007478379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005088457,"threshold_uncertainty_score":0.01011765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289289002890766,"score_gpt":0.2190573553388434,"score_spread":0.2061644653099357,"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."}}