{"id":"W4390704873","doi":"10.3390/metabo14010041","title":"The Urinary Metabolome of Newborns with Perinatal Complications","year":2024,"lang":"en","type":"article","venue":"Metabolites","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre; University of Alberta","funders":"Canadian Institutes of Health Research; Genome Alberta; Canada Foundation for Innovation","keywords":"Metabolome; Urinary system; Urine; Metabolomics; Medicine; Metabolite; Neonatal intensive care unit; Bronchopulmonary dysplasia; Physiology; Gestational age; Pregnancy; Internal medicine; Pediatrics; Bioinformatics; Biology","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":[0.0002168501,0.0002598314,0.000329856,0.0005900374,0.0001853284,0.0003605558,0.0001369398,0.0001935781,0.0005728261],"category_scores_gemma":[0.0005246864,0.0001001509,0.0001629027,0.0004982884,0.0001430727,0.000097162,0.0002408968,0.0001759124,0.0001006963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894837,"about_ca_system_score_gemma":0.0001874205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353295,"about_ca_topic_score_gemma":0.000986175,"domain_scores_codex":[0.9998189,0.00003714499,0.00001734368,0.00004732186,0.00005148962,0.00002778343],"domain_scores_gemma":[0.9998657,0.00002822677,0.00004803312,0.00001126978,0.00002576236,0.00002105496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00138972,0.00006656476,0.5664908,0.0001849499,0.0001950386,0.001268122,0.0004971383,0.0002849197,0.3829299,0.0001228848,0.0002884328,0.0462815],"study_design_scores_gemma":[0.000005402886,0.000463176,0.9302111,0.00001957181,0.00009537798,0.00242042,0.0002569916,0.0006311954,0.06488485,0.00006791939,0.0009314794,0.00001252005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972134,0.0009866289,0.0006920038,0.00002424555,0.000005552432,0.000009878156,0.0007036954,0.00002436232,0.0003401272],"genre_scores_gemma":[0.9967272,0.0006679496,0.001535235,0.00006286314,0.000005202532,0.00001753605,0.0007213903,0.000008672503,0.0002539672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001353295,"threshold_uncertainty_score":0.002690911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03994921511902635,"score_gpt":0.3710785804835643,"score_spread":0.331129365364538,"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."}}