{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007508454,0.0005466976,0.000584427,0.0009870647,0.0001544692,0.0007008698,0.0002316621,0.0004385641,0.0004826047],"category_scores_gemma":[0.001754434,0.0002007667,0.0002232288,0.00093145,0.0002084993,0.0004448114,0.0003616597,0.0004846014,0.0001626971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000248569,"about_ca_system_score_gemma":0.0002869898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008024915,"about_ca_topic_score_gemma":0.001548639,"domain_scores_codex":[0.9995072,0.0001369504,0.00005706077,0.0001226508,0.000122058,0.00005412234],"domain_scores_gemma":[0.9990768,0.0002030682,0.0004569365,0.00005296127,0.0001320928,0.00007810123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000954756,0.00009467986,0.8496768,0.0002083598,0.0001282053,0.0007279493,0.000123807,0.0004375093,0.05459689,0.0001050677,0.0004581562,0.09248785],"study_design_scores_gemma":[0.00001827372,0.0007042246,0.9607841,0.0000596842,0.0001728196,0.002750582,0.0001575547,0.001998312,0.03005782,0.0001759615,0.003101971,0.00001874346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975601,0.0172502,0.00471447,0.0002053944,0.00003638364,0.00002862268,0.0009963093,0.000125624,0.001041765],"genre_scores_gemma":[0.9866366,0.004842137,0.007502209,0.00009541401,0.00004774785,0.00002123426,0.0005426687,0.00001778959,0.0002943084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009870647,"threshold_uncertainty_score":0.003970861,"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."}}