{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004267844,0.0001117873,0.0002344147,0.0001387418,0.0001464119,0.0000385414,0.0001719097,0.00003451297,0.0000943917],"category_scores_gemma":[0.0001922118,0.0000596959,0.00007728248,0.000595167,0.0003150112,0.00009005964,0.00006969138,0.0002798704,0.0001075815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002594416,"about_ca_system_score_gemma":0.0004113045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003322813,"about_ca_topic_score_gemma":0.000004635429,"domain_scores_codex":[0.9987147,0.00006878449,0.0002420355,0.0002280546,0.00044786,0.0002985242],"domain_scores_gemma":[0.9986274,0.0004866479,0.00003181519,0.0004948959,0.0001899717,0.0001692871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001008339,0.000402039,0.009288244,0.003450334,0.0007205241,0.0003411765,0.0006378751,0.000004282605,0.05439778,0.2848669,0.001209839,0.6436726],"study_design_scores_gemma":[0.0002530856,0.0002583436,0.09788379,0.00007283164,0.00006730646,0.0001306808,0.00008571539,0.0001063921,0.008912082,0.0002923361,0.8918792,0.00005825208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5311568,0.4422555,0.0004467822,0.01077004,0.0002176543,0.001175755,0.0001391858,0.0002171474,0.0136211],"genre_scores_gemma":[0.9923122,0.001792542,0.001728612,0.0002409185,0.0001455135,0.0001490314,0.00001331705,0.00003707431,0.00358079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8906693,"threshold_uncertainty_score":0.2434328,"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."}}