{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002150351,0.0002913308,0.0002211301,0.0002147043,0.0001550503,0.00002043609,0.000449202,0.0001497319,0.0005405176],"category_scores_gemma":[0.0004587143,0.0003008811,0.0001814304,0.0001001024,0.0001042534,0.00001747951,0.00009651873,0.00008587867,0.00003452832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000817792,"about_ca_system_score_gemma":0.0008878889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00626347,"about_ca_topic_score_gemma":0.04486857,"domain_scores_codex":[0.9978232,0.0002185699,0.0005230037,0.0004705243,0.0005266627,0.0004380051],"domain_scores_gemma":[0.9979802,0.00002132402,0.0001889011,0.0007021047,0.0002296373,0.0008778054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003598868,0.0005297132,0.9971867,0.00008005592,0.000101606,0.0003358091,0.00009444443,0.00008176015,0.00002067462,0.0000466508,0.0004879302,0.0006747225],"study_design_scores_gemma":[0.00136484,0.0001104165,0.9970982,0.00005025781,0.00009500782,4.759584e-7,0.0001168326,0.00010476,0.0001954048,0.00002735954,0.0004993576,0.0003370799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957834,0.00008205764,0.0000202668,0.00001210843,0.0002380061,0.0008956022,0.0002650933,0.00004863317,0.002654806],"genre_scores_gemma":[0.9988943,0.000004626707,0.00002758379,0.0003118484,0.0001159127,0.0001225257,0.0004186046,0.00005452631,0.00005010366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0386051,"threshold_uncertainty_score":0.9999443,"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."}}