{"id":"W3155506143","doi":"10.3390/metabo11040245","title":"Urinary Metabolites Enable Differential Diagnosis and Therapeutic Monitoring of Pediatric Inflammatory Bowel Disease","year":2021,"lang":"en","type":"article","venue":"Metabolites","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Genome Canada","keywords":"Medicine; Ulcerative colitis; Inflammatory bowel disease; Urinary system; Gastroenterology; Urine; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001450953,0.0002520341,0.0003668301,0.0001117515,0.000116853,0.00004163497,0.0001487028,0.0000820753,0.00007110174],"category_scores_gemma":[0.0002265993,0.0002274302,0.0001766319,0.0001842265,0.00009091671,0.000008942029,0.0003132842,0.00009156717,0.000002301654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004685574,"about_ca_system_score_gemma":0.00007900015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004854724,"about_ca_topic_score_gemma":8.01626e-7,"domain_scores_codex":[0.9985731,0.0001183732,0.0003269747,0.0004544427,0.0001943266,0.0003328057],"domain_scores_gemma":[0.9990794,0.00005502806,0.0001317208,0.0004118669,0.0001624714,0.0001594967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000444516,0.0001788237,0.6776618,0.0001224738,0.0002329791,0.000008958998,0.00003929331,0.000003345745,0.3195195,0.001276818,0.00006472004,0.0008467774],"study_design_scores_gemma":[0.0003927845,0.00004411116,0.5291233,0.000006305585,0.0003735515,0.000003096499,0.00008232771,0.000005772511,0.456358,0.0006648659,0.0127386,0.0002072378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.747974,0.2513506,0.00004291772,0.00005788212,0.0002908176,0.0001007324,0.00004930603,0.00001160372,0.0001221541],"genre_scores_gemma":[0.9337487,0.06391927,0.0007636693,0.0000370026,0.0008912193,0.0000799632,0.00002897556,0.00002909332,0.0005021503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1874313,"threshold_uncertainty_score":0.9274334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313971210610084,"score_gpt":0.2459316477621089,"score_spread":0.232791935656008,"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."}}