{"id":"W2105096459","doi":"10.1001/archsurg.2010.68","title":"Role of Magnetic Resonance Enterography in the Management of Crohn Disease","year":2010,"lang":"en","type":"article","venue":"Archives of Surgery","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Crohn's disease; Magnetic resonance imaging; Disease; Retrospective cohort study; Fistula; Abscess; Infliximab; Regimen; Inflammatory bowel disease; Surgery; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001361228,0.00007154827,0.00009917992,0.00007691798,0.00001095177,0.000002148545,0.0002002399,0.00001894394,0.00001009519],"category_scores_gemma":[0.00001872523,0.00005901607,0.0001590462,0.0000619417,0.0002413377,0.000002168116,0.0000737701,0.00004494809,4.369232e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.282128e-7,"about_ca_system_score_gemma":0.00002345233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006111,"about_ca_topic_score_gemma":0.00001081137,"domain_scores_codex":[0.9993617,0.00005593218,0.0002307221,0.0001308345,0.0001036357,0.0001171682],"domain_scores_gemma":[0.9994107,0.00004700543,0.00008768689,0.0004035851,0.00001300465,0.0000379449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001059178,0.0003558881,0.7986298,0.0003547333,0.00003645474,0.00008871714,0.0001829309,0.000006420038,0.1649837,0.001111835,0.0001075258,0.03308284],"study_design_scores_gemma":[0.000138308,0.00001238295,0.990837,0.00005514867,0.00001467963,4.676079e-7,0.00008032729,0.00001052176,0.006908474,0.0006483173,0.001241291,0.000053125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969521,0.001357492,0.000004506936,0.00001887046,0.00003566271,0.0001268514,0.0000397742,0.000001591683,0.00146315],"genre_scores_gemma":[0.9992864,0.0003376597,0.0002603317,0.00002634721,0.00001645772,0.00002080739,0.0000204677,0.000006917232,0.00002463542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1922072,"threshold_uncertainty_score":0.2406605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005310943435574758,"score_gpt":0.20685327411376,"score_spread":0.2015423306781852,"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."}}