{"id":"W2082916124","doi":"10.1002/ibd.21878","title":"Direct Medical Cost of Managing IBD Patients: A Canadian Population-based Study","year":2011,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Janssen Canada; Abbott Canada","keywords":"Medicine; Inflammatory bowel disease; Infliximab; Ulcerative colitis; Indirect costs; Epidemiology; Health care; Diagnosis code; Direct cost; Population; Medical costs; Health economics; Disease; Internal medicine; Pediatrics; Public health; Environmental health","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":[0.0005799218,0.0004245411,0.0003888697,0.001887082,0.001968516,0.001311975,0.001125448,0.0004977197,0.002012189],"category_scores_gemma":[0.002030449,0.0003519031,0.0006389868,0.005982053,0.0004765756,0.0004388884,0.0006451556,0.0008283727,0.0002209592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02335518,"about_ca_system_score_gemma":0.01611299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870614,"about_ca_topic_score_gemma":0.9892909,"domain_scores_codex":[0.999168,0.00006338415,0.00005420562,0.0001094274,0.000395453,0.0002094962],"domain_scores_gemma":[0.998592,0.00006444528,0.0004432938,0.0000392536,0.0005159648,0.0003450964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003613346,0.00003473901,0.996843,0.0000312422,0.00005100375,0.0000795095,0.0002403472,0.00005879236,0.00005550748,0.00005928682,0.0006372518,0.00187313],"study_design_scores_gemma":[0.000009758722,0.00002214789,0.9984807,0.00002899601,0.00003235668,0.00009689315,0.0004671437,0.0001985859,0.00001496081,0.00001368488,0.0006264211,0.000008254308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905902,0.001233164,0.00008441148,0.0005908349,0.0000131951,0.00006195727,0.004408496,0.000006671339,0.003011169],"genre_scores_gemma":[0.9968875,0.0009186371,0.0001575054,0.0001685847,0.00001094115,0.00001572187,0.001467081,0.000002308019,0.0003716931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02335518,"threshold_uncertainty_score":0.1694545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008700566653627772,"score_gpt":0.2270306261838629,"score_spread":0.2183300595302351,"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."}}