{"id":"W4285281009","doi":"10.1177/17562848221102307","title":"The hospitalization burden of inflammatory bowel disease in China: a nationwide study from 2013 to 2018","year":2022,"lang":"en","type":"article","venue":"Therapeutic Advances in Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Inflammatory bowel disease; Poisson regression; Internal medicine; Ulcerative colitis; Confidence interval; Population; Disease burden; Disease; Gastroenterology; Pediatrics; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0003270745,0.0001498461,0.0001386269,0.0001012591,0.0001020434,0.000007700561,0.0004187898,0.00002748743,0.00003442671],"category_scores_gemma":[0.00004045945,0.0001385521,0.00004697249,0.00009208229,0.0001041232,0.00001336186,0.0002862891,0.0001165418,0.00000267116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005363965,"about_ca_system_score_gemma":0.00005161248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007014078,"about_ca_topic_score_gemma":0.001287102,"domain_scores_codex":[0.9982969,0.0004997925,0.0003899976,0.0003335935,0.0001951053,0.0002846796],"domain_scores_gemma":[0.9992977,0.00002228344,0.0001525815,0.0004268942,0.00003406589,0.00006648998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003276738,0.0002319561,0.9230868,0.000007355808,0.00003441543,0.00003146866,0.000845541,0.07060055,0.001205235,0.00004028716,0.00003431246,0.0006053004],"study_design_scores_gemma":[0.00153472,0.0006338985,0.9925381,0.000006473759,0.00001529267,8.372413e-7,0.0008866781,0.0008639751,0.00003849226,0.0007482555,0.002635442,0.00009785112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967675,0.001188497,0.0005746987,0.0003898886,0.0002834155,0.0007300709,0.00003993005,0.000008131527,0.00001783545],"genre_scores_gemma":[0.9988426,0.000208695,0.00004255969,0.0002849054,0.00007092802,0.0004419473,0.00005353141,0.00002154656,0.00003328259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06973658,"threshold_uncertainty_score":0.5649992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003936983264950322,"score_gpt":0.2424638563615218,"score_spread":0.2385268730965714,"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."}}