{"id":"W2793814435","doi":"10.1093/ibd/izx070","title":"A Distinctive Urinary Metabolomic Fingerprint Is Linked With Endoscopic Postoperative Disease Recurrence in Crohn’s Disease Patients","year":2018,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"George Mason University","keywords":"Crohn's disease; Medicine; Disease; Urinary system; Gastroenterology; Internal medicine; Metabolomics; Bioinformatics; Biology","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"],"consensus_categories":[],"category_scores_codex":[0.0001344969,0.000711804,0.0003667983,0.0002183496,0.000334169,0.0001151849,0.0006038933,0.0001385883,0.0002440488],"category_scores_gemma":[0.0005416769,0.0006543883,0.0002385739,0.0002116182,0.0008750383,0.00008191592,0.0004492702,0.0002339866,0.0001868924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471453,"about_ca_system_score_gemma":0.001129832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001700641,"about_ca_topic_score_gemma":0.00009291551,"domain_scores_codex":[0.9963284,0.0003555563,0.0006267519,0.001342393,0.0005420637,0.000804873],"domain_scores_gemma":[0.9967149,0.00004141274,0.0002838328,0.001206337,0.0005330681,0.001220416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01044952,0.0009818363,0.9842374,0.0001665174,0.0001223754,0.00197869,0.0003312069,0.00006123009,0.0002541921,0.0001407466,0.000767566,0.0005087341],"study_design_scores_gemma":[0.002721346,0.0002757054,0.9936063,0.0002598053,0.0001768753,0.000001681436,0.00007389259,0.0002011349,0.0002456106,0.0002529959,0.001394268,0.000790338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957013,0.0007374659,0.0000757331,0.000118873,0.000318691,0.001473662,0.001223888,0.0000897732,0.0002606209],"genre_scores_gemma":[0.9968833,0.00007294406,0.0001091385,0.0010196,0.0004011589,0.000670739,0.0005020215,0.0001009368,0.0002402015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009368965,"threshold_uncertainty_score":0.9995908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007160882898700303,"score_gpt":0.2353457981181215,"score_spread":0.2281849152194212,"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."}}