{"id":"W4286794430","doi":"10.1002/9781119376293.ch69","title":"Inflammatory Bowel Disease","year":2019,"lang":"en","type":"article","venue":"Blackwell's Five‐Minute Veterinary Consult Clinical Companion","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Inflammatory bowel disease; Enteropathy; Gastroenterology; Azathioprine; Ulcerative colitis; Internal medicine; Enterocolitis; Ileitis; Pathology; Disease; Crohn's disease","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001559225,0.0005770365,0.001173755,0.000318003,0.0001824258,0.00006563503,0.0006259481,0.0004833323,0.002109077],"category_scores_gemma":[0.0008668506,0.0005414522,0.0006253296,0.0003629532,0.0009191945,0.00032557,0.000836748,0.001420916,0.008413323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192121,"about_ca_system_score_gemma":0.0006820107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001644017,"about_ca_topic_score_gemma":0.000001748252,"domain_scores_codex":[0.9943185,0.0009512054,0.001567385,0.001354154,0.0008137547,0.0009949659],"domain_scores_gemma":[0.9945726,0.001475671,0.0003523481,0.001752691,0.0004485368,0.001398156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02482211,0.003324949,0.8909695,0.001531321,0.000640381,0.01050555,0.0003029997,0.00004320193,0.02146782,0.0008901758,0.03678485,0.008717164],"study_design_scores_gemma":[0.01015683,0.01064248,0.7719927,0.0004528443,0.000210572,0.002002218,0.0001801079,0.006619882,0.00003445619,0.0002156551,0.1967205,0.0007717558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839141,0.0004077957,0.00005766055,0.002201366,0.001707577,0.002050296,0.00006353331,0.0003952011,0.009202429],"genre_scores_gemma":[0.9853621,0.0004639167,0.001408117,0.001599738,0.0007023299,0.00008084538,0.0002051469,0.0001096399,0.01006823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1599356,"threshold_uncertainty_score":0.9997037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08336552456197209,"score_gpt":0.398376068552581,"score_spread":0.3150105439906088,"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."}}