{"id":"W2794316384","doi":"10.1016/j.ekir.2018.02.001","title":"Association Between Newborn Metabolic Profiles and Pediatric Kidney Disease","year":2018,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Institute for Clinical Evaluative Sciences; Children's Hospital of Eastern Ontario; Ottawa Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Academic Medical Organization of Southwestern Ontario; Institute for Clinical Evaluative Sciences; Bill and Melinda Gates Foundation","keywords":"Medicine; Kidney disease; Dialysis; Internal medicine; Logistic regression; Population; Cohort; Newborn screening; Pediatrics; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00103954,0.0002754949,0.0002672287,0.0006793028,0.0003415734,0.0005861636,0.0003623813,0.0002149693,0.001206409],"category_scores_gemma":[0.004035712,0.0001641792,0.0003212999,0.001252061,0.0003446266,0.0002276798,0.000445326,0.0004256804,0.0001009763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972321,"about_ca_system_score_gemma":0.002438361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1754825,"about_ca_topic_score_gemma":0.1766921,"domain_scores_codex":[0.9993787,0.0001172538,0.00005629299,0.0001519415,0.0002055606,0.00009024035],"domain_scores_gemma":[0.9976713,0.0003990445,0.001205395,0.0001270574,0.0003927346,0.0002045219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001713405,0.000001886885,0.9987771,0.000009806846,0.00001999933,0.00002624728,0.00001765891,0.00006126837,0.00009021149,0.00001478002,0.00003550678,0.0009283753],"study_design_scores_gemma":[7.263646e-7,0.00001063612,0.9993949,0.000008620386,0.00001198248,0.0001142435,0.00002000692,0.000190807,0.0001156407,0.00001826886,0.0001127399,0.000001464354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953719,0.0009201677,0.0005306756,0.0001489736,0.000005960645,0.000009533134,0.002362788,0.00001546252,0.0006345661],"genre_scores_gemma":[0.9982476,0.0003385641,0.0005794129,0.00002332806,0.000003765076,0.000005318817,0.0007045122,0.000002439162,0.00009503675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1754825,"threshold_uncertainty_score":0.3489222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007897834727533313,"score_gpt":0.2566003644722571,"score_spread":0.2487025297447238,"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."}}