{"id":"W4391778130","doi":"10.2147/clep.s449183","title":"Variation in the Care of Children with Inflammatory Bowel Disease Within and Across Canadian Provinces: A Multi-Province Population-Based Cohort Study","year":2024,"lang":"en","type":"article","venue":"Clinical Epidemiology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; BC Children's Hospital; University of British Columbia; University of Ottawa; Institute for Clinical Evaluative Sciences; McGill University Health Centre; CancerCare Manitoba; Ottawa Hospital; University of Manitoba; Mount Sinai Hospital; University of Calgary; University of Alberta; Agricultural Research Institute of Ontario; Dalhousie University; University of Toronto; SickKids Foundation","funders":"Canadian Institutes of Health Research; Crohn's and Colitis Canada; Pfizer; Hospital for Sick Children; Mitacs; University of Toronto; Canadian Association of Gastroenterology; Canadian Child Health Clinician Scientist Program; University of Ottawa; Dairy Farmers of Ontario; AbbVie Canada; Amgen; Bristol-Myers Squibb","keywords":"Medicine; Inflammatory bowel disease; Incidence (geometry); Emergency department; Pediatrics; Population; Cohort; Disease; Health care; Family medicine; Emergency medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003434043,0.0001837054,0.0003156734,0.0000531138,0.00008968276,0.0000164781,0.0002390575,0.000204508,0.000003028147],"category_scores_gemma":[0.003029075,0.0001263929,0.00008835379,0.00007179886,0.0002735367,0.000009025272,0.00005170637,0.0002527073,0.000002410336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005322379,"about_ca_system_score_gemma":0.001218982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01150434,"about_ca_topic_score_gemma":0.2658522,"domain_scores_codex":[0.9965809,0.001515549,0.0008752597,0.0006336651,0.00009818697,0.0002964519],"domain_scores_gemma":[0.9985039,0.0004552361,0.000211979,0.000518939,0.00007312671,0.000236865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002375995,0.00008992211,0.9961309,0.00007862505,0.00007351091,0.00006985217,0.0003170523,0.002623143,0.000004992235,0.0001322883,0.00002066632,0.0002214118],"study_design_scores_gemma":[0.0007560046,0.0002334168,0.9939177,0.00004142054,0.00005589817,0.00000211533,0.0002305363,0.004541417,8.698549e-7,0.00004041089,0.00002804395,0.0001521345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972542,0.0004822682,0.0002885724,0.0002155747,0.000120382,0.001472773,0.0001413332,0.00001495285,0.000009935926],"genre_scores_gemma":[0.9984373,0.00001339809,0.0002378805,0.0007280903,0.0001234977,0.0001484711,0.0002796202,0.00002109183,0.00001063999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2543478,"threshold_uncertainty_score":0.9950781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370469008451194,"score_gpt":0.3480058315146377,"score_spread":0.3243011414301258,"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."}}