{"id":"W7027429139","doi":"","title":"COMPLEMENTARY MASS SPECTROMETRIC ASSAYS AND AUTOMATED DATA PRE-PROCESSING TOOLS IN METABOLOMICS FOR STUDYING VITAMIN D INTERVENTIONS IN CRITICALLY ILL CHILDREN","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McMaster University; Genome Canada","keywords":"Vitamin D and neurology; Critically ill; Vitamin; vitamin D deficiency; Metabolomics; Psychological intervention; Critical illness; Sepsis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002872977,0.001271197,0.0007712565,0.002141885,0.0005032866,0.001702915,0.001174167,0.001570012,0.003724539],"category_scores_gemma":[0.003215691,0.0007159553,0.0007985853,0.001758581,0.0006173145,0.0009938953,0.001283496,0.001706581,0.002190635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005656193,"about_ca_system_score_gemma":0.00130294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021299,"about_ca_topic_score_gemma":0.002259298,"domain_scores_codex":[0.9980767,0.0004811123,0.000118826,0.0004822893,0.0007467399,0.0000943708],"domain_scores_gemma":[0.998376,0.0007077567,0.0002350587,0.0001656972,0.000450056,0.00006550618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00105657,0.0005088294,0.0253802,0.003103937,0.000445965,0.0004183649,0.0006233969,0.002769483,0.5634391,0.00798115,0.01308837,0.3811846],"study_design_scores_gemma":[0.0001834609,0.001712418,0.06776689,0.001303868,0.0004462378,0.00239429,0.0006397153,0.02898084,0.7490214,0.007892198,0.1393207,0.0003379471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2049275,0.03730621,0.7011884,0.003369283,0.001524777,0.00277508,0.01547997,0.008164313,0.0252645],"genre_scores_gemma":[0.1652989,0.01799093,0.7982399,0.002016728,0.0004605571,0.002608226,0.004097196,0.0005609303,0.008726638],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003724539,"threshold_uncertainty_score":0.01519394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03548983224783659,"score_gpt":0.2961756870204098,"score_spread":0.2606858547725732,"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."}}