{"id":"W4323351052","doi":"10.1093/jcag/gwac036.210","title":"A210 THE BURDEN OF IBD HOSPITALIZATION IN CANADA: AN ASSESSMENT OF THE CURRENT AND FUTURE BURDEN IN A NATION-WIDE ANALYSIS","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Toronto; Dalhousie University; University of Calgary; McGill University; Hospital for Sick Children; University of British Columbia; Ottawa Hospital; Research Canada; University of Manitoba","funders":"","keywords":"Medicine; Inflammatory bowel disease; Poisson regression; Comorbidity; Confidence interval; Population; Rheumatoid arthritis; Demography; Disease; Internal medicine; Environmental health","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":[0.001271106,0.0005863967,0.0005762851,0.00347739,0.002245634,0.002011399,0.001338011,0.0005452712,0.002943806],"category_scores_gemma":[0.003514321,0.0003459189,0.002019689,0.01051931,0.0004486394,0.0006974277,0.001299041,0.0009867685,0.0002591827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06591757,"about_ca_system_score_gemma":0.08920781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981034,"about_ca_topic_score_gemma":0.9981008,"domain_scores_codex":[0.9986902,0.00008992269,0.00009021173,0.0001555756,0.0005604647,0.0004136156],"domain_scores_gemma":[0.9958426,0.0001489327,0.0004714116,0.00008913488,0.002780566,0.000667316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001008139,0.00003153984,0.9708863,0.000238818,0.0004005316,0.0001350765,0.0004180927,0.001201562,0.00009980713,0.0007331164,0.01127697,0.01447736],"study_design_scores_gemma":[0.00001977888,0.00002511974,0.9876378,0.0002211289,0.0002377227,0.00008839896,0.001274694,0.004275363,0.00005886008,0.0001782428,0.005946942,0.000036003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8671897,0.0130473,0.00168632,0.009175132,0.0002115112,0.0002883154,0.09576277,0.0001683544,0.01247058],"genre_scores_gemma":[0.9726661,0.005189192,0.001728257,0.0005640803,0.0000530036,0.00008375305,0.0177286,0.00002293447,0.001964073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06591757,"threshold_uncertainty_score":0.4782677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004186109928589735,"score_gpt":0.2334677540792998,"score_spread":0.22928164415071,"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."}}