{"id":"W3006724127","doi":"10.1093/jcag/gwz047.058","title":"A59 DECREASING HOSPITALIZATIONS AND SURGERIES IN CHILDREN WITH INFLAMMATORY BOWEL DISEASE: A POPULATION-BASED COHORT STUDY","year":2020,"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":"University of Calgary; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Colectomy; Cohort; Hazard ratio; Health care; Proportional hazards model; Crohn's disease; Population; Ambulatory care; Logistic regression; Emergency department; Healthcare Cost and Utilization Project; Disease; Pediatrics; Emergency medicine; Internal medicine; Environmental health; Confidence interval","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":[0.0006385618,0.0004022188,0.0003544597,0.0008284904,0.001024533,0.0007793605,0.0007900207,0.0005021098,0.002551611],"category_scores_gemma":[0.001953401,0.0003970482,0.0009988139,0.001968796,0.0003520813,0.0004327965,0.0005419801,0.0007495343,0.0002715719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003482567,"about_ca_system_score_gemma":0.003519239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6282864,"about_ca_topic_score_gemma":0.6584385,"domain_scores_codex":[0.9991776,0.00008848694,0.00006179987,0.0002196174,0.000209449,0.0002429994],"domain_scores_gemma":[0.9985683,0.00008559446,0.0005634702,0.0001226421,0.0003404269,0.0003195122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003347111,0.00001611723,0.9990707,0.000007996647,0.0000590005,0.00003949417,0.00007737031,0.00001114907,0.0000500221,0.00001070222,0.0002628783,0.0003612078],"study_design_scores_gemma":[0.000006378645,0.00001679688,0.999552,0.000005858516,0.00002887507,0.00004141931,0.00009869141,0.0000508361,0.000008162231,0.00000383725,0.0001853847,0.000001858002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950656,0.0003779916,0.00007558257,0.0001502811,0.00001432738,0.00003088695,0.003535695,0.000006573767,0.0007430423],"genre_scores_gemma":[0.9981269,0.0001962636,0.00008475047,0.00004965209,0.00001092036,0.00002354671,0.001224865,0.000003195215,0.0002798726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6282864,"threshold_uncertainty_score":0.7478055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002752995826990841,"score_gpt":0.1880521343741049,"score_spread":0.1852991385471141,"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."}}