{"id":"W3162894486","doi":"10.1093/ibd/izab074","title":"Trends in U.S. Health Care Spending on Inflammatory Bowel Diseases, 1996-2016","year":2021,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Calgary","funders":"San Diego Digestive Diseases Research Center, School of Medicine, University of California, San Diego; U.S. National Library of Medicine; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; American College of Gastroenterology","keywords":"Medicine; Confidence interval; Health care; Inflammatory bowel disease; Emergency department; Ambulatory; Ambulatory care; Medical prescription; Demography; Emergency medicine; Environmental health; Pediatrics; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002864079,0.0009448996,0.0006153892,0.0006238591,0.0004334242,0.0001928539,0.0007210663,0.0003788609,0.0005324828],"category_scores_gemma":[0.0003920398,0.001040142,0.0007214849,0.000382027,0.0003143504,0.00007138419,0.0004941031,0.0004185218,0.0002633257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004941711,"about_ca_system_score_gemma":0.001668739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000274715,"about_ca_topic_score_gemma":0.0005202753,"domain_scores_codex":[0.9940215,0.0007198108,0.001302391,0.001696708,0.0008515989,0.00140797],"domain_scores_gemma":[0.9962556,0.00006884818,0.0004860882,0.0016564,0.0002165688,0.001316446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001981144,0.0007764008,0.9486041,0.001288493,0.0002704267,0.008362042,0.0004671902,0.001967706,0.00350359,0.001494727,0.02030188,0.01098229],"study_design_scores_gemma":[0.002680241,0.0001433513,0.9505838,0.0004553845,0.00008194143,0.00002538929,0.0006751035,0.00005966568,0.001189811,0.0001193592,0.04282598,0.001159965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816849,0.01209732,0.0000177092,0.0002513055,0.0008100954,0.0006226192,0.001330551,0.0002518,0.002933767],"genre_scores_gemma":[0.9918805,0.0006082587,0.00009194256,0.001557635,0.001182914,0.0002804587,0.002615171,0.0002255075,0.001557634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0225241,"threshold_uncertainty_score":0.9992049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00807227154483576,"score_gpt":0.2560286247422983,"score_spread":0.2479563531974625,"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."}}