{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003425186,0.0008394507,0.001180494,0.002857944,0.00277166,0.00165921,0.002609631,0.0007787117,0.001300443],"category_scores_gemma":[0.00677318,0.000705874,0.002994718,0.009303277,0.0009705002,0.0004855266,0.001395314,0.001028563,0.0001331922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03180933,"about_ca_system_score_gemma":0.03465474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925528,"about_ca_topic_score_gemma":0.9918334,"domain_scores_codex":[0.9952493,0.0007140349,0.0005086641,0.001095548,0.00130554,0.001126915],"domain_scores_gemma":[0.9941102,0.0005267349,0.001772248,0.0005902764,0.00233613,0.00066441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001245205,0.0000165025,0.9946734,0.0001325345,0.001056238,0.0000799709,0.0003689987,0.0003228731,0.00008007851,0.0001066929,0.0009499837,0.002088177],"study_design_scores_gemma":[0.00003356005,0.00002872977,0.9967164,0.0001245551,0.0005480998,0.00008633316,0.0005746105,0.0007426938,0.00004521453,0.0000431259,0.001032964,0.00002361444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714407,0.006894585,0.0008713905,0.0007176207,0.00006576368,0.0001754575,0.01833209,0.00004378617,0.001458733],"genre_scores_gemma":[0.9950218,0.001100334,0.0005707943,0.0001330529,0.00001031646,0.00004744197,0.002901187,0.000009723293,0.0002053726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03180933,"threshold_uncertainty_score":0.2307939,"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."}}