{"id":"W2012134097","doi":"10.1038/pr.2013.212","title":"Metabolomics of prematurity: analysis of patterns of amino acids, enzymes, and endocrine markers by categories of gestational age","year":2013,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Endocrine system; Metabolomics; Medicine; Gestational age; Physiology; Internal medicine; Endocrinology; Bioinformatics; Biology; Pregnancy; Hormone; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009306767,0.00009133776,0.0005104775,0.001090661,0.00004830159,0.00001228896,0.0001661727,0.00007000966,0.0002752323],"category_scores_gemma":[0.0002829237,0.00008514021,0.00009690814,0.001166583,0.0001916779,0.0001244677,0.00007193015,0.0002175598,0.00000112413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002686455,"about_ca_system_score_gemma":0.00007513708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00433388,"about_ca_topic_score_gemma":0.00008522235,"domain_scores_codex":[0.9978136,0.0003120212,0.0006388667,0.0001884864,0.0007621408,0.000284853],"domain_scores_gemma":[0.9978217,0.0007949336,0.0002937325,0.0002382689,0.0007589235,0.00009247348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004457501,0.0004393646,0.9712848,0.003155766,0.0003298336,0.00000198723,0.001425845,0.000007498589,0.008576115,0.002735861,0.01021911,0.001378045],"study_design_scores_gemma":[0.001052689,0.0003433052,0.966033,0.00001957332,0.0005022679,0.000001711494,0.001101568,0.0004996324,0.02887889,0.0009136007,0.0005323546,0.00012135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955437,0.002632553,0.00003749643,0.0004215542,0.00003670812,0.0003533311,0.0006366286,0.000005597277,0.0003324029],"genre_scores_gemma":[0.9951725,0.003751215,0.0006739919,0.0000118249,0.00004163411,0.00001845598,0.0001980994,0.00001001966,0.0001222685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02030277,"threshold_uncertainty_score":0.655156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0320014256211681,"score_gpt":0.3448121236954772,"score_spread":0.3128106980743091,"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."}}