{"id":"W4323353009","doi":"10.1093/jcag/gwac036.183","title":"A183 VARIATION IN HEALTH SERVICES UTILIZATION AND RISK OF SURGERY ACROSS CHILDREN WITH INFLAMMATORY BOWEL DISEASE: A MULTIPROVINCE COHORT STUDY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; McGill University Health Centre; University of Ottawa; Institute of Health Services and Policy Research; University of Alberta; University of Calgary; CancerCare Manitoba; University of Manitoba; Agricultural Research Institute of Ontario; University of Toronto; Dalhousie University; SickKids Foundation","funders":"","keywords":"Medicine; Inflammatory bowel disease; Incidence (geometry); Cohort; Disease; Pediatrics; Health care; Emergency medicine; Demography; Internal medicine","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":[0.002547919,0.0006372547,0.0007730327,0.001579177,0.001518765,0.001407906,0.001616943,0.0007469499,0.002535131],"category_scores_gemma":[0.004671169,0.0005039474,0.002235207,0.004218469,0.0005794026,0.0003205246,0.0007977883,0.0007346919,0.0001621164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005671008,"about_ca_system_score_gemma":0.00588852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7964501,"about_ca_topic_score_gemma":0.7778693,"domain_scores_codex":[0.9967139,0.0006248888,0.0003317753,0.0009324109,0.0006900345,0.0007069845],"domain_scores_gemma":[0.9963921,0.0005139589,0.001325399,0.0005175083,0.0007609705,0.0004899845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001342492,0.00001471219,0.9976233,0.00003737934,0.0007865228,0.00007437102,0.0001155172,0.00007858412,0.00009985035,0.0000455244,0.0003049366,0.0006851527],"study_design_scores_gemma":[0.00002702708,0.00003684436,0.9985477,0.0000353365,0.0004161238,0.00008505849,0.000189368,0.0002409318,0.00003711521,0.00002299085,0.0003532606,0.000008099662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907363,0.001490808,0.0004343,0.0001512661,0.00002473246,0.00008159207,0.006374616,0.00001788829,0.0006885941],"genre_scores_gemma":[0.997811,0.0002271142,0.0002893212,0.00006071186,0.000009438902,0.00004350761,0.001351904,0.000006347236,0.0002006864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2035499,"threshold_uncertainty_score":0.4094972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005389680655935896,"score_gpt":0.2278195846450027,"score_spread":0.2224299039890668,"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."}}