{"id":"W1484078634","doi":"10.1159/000125935","title":"Metabolomics: A Complementary Tool in Renal Transplantation","year":2008,"lang":"en","type":"review","venue":"Contributions to nephrology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology","funders":"Genome Alberta; Genome Canada","keywords":"Metabolomics; Kidney; Kidney transplantation; Transplantation; Medicine; Urine; Omics; Creatinine; Bioinformatics; Biology; Computational biology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002358059,0.0004192232,0.001382268,0.0004097336,0.0001471281,0.00001362017,0.0003306317,0.0004134701,0.00005849007],"category_scores_gemma":[0.0001384425,0.0003960744,0.0003881896,0.0004074799,0.000102803,0.000003641266,0.0001645891,0.0002843707,0.00006471691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009653502,"about_ca_system_score_gemma":0.0003097569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003651598,"about_ca_topic_score_gemma":0.0003154925,"domain_scores_codex":[0.9976346,0.0002946488,0.0007503366,0.0006619619,0.0001019063,0.000556547],"domain_scores_gemma":[0.9991181,0.00006611116,0.000187657,0.0004431319,0.0001095171,0.00007550282],"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":[0.0008165367,0.0008214267,0.00009621835,0.002219544,0.004257742,0.0003749436,0.0001965131,0.00007600711,0.01205043,0.02314123,0.1278613,0.8280882],"study_design_scores_gemma":[0.0007837604,0.0002022329,0.00006123798,0.0001159915,0.0003346684,0.0002415468,0.000004019504,0.000001745607,0.00009447012,0.0001009938,0.9976928,0.0003665971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007193188,0.9921887,0.002926012,0.000265195,0.0002410176,0.001113212,0.002380725,0.00001566032,0.000150151],"genre_scores_gemma":[0.0001255011,0.9928661,0.001017348,0.0006756611,0.0004010717,0.0005132543,0.004241947,0.00003397343,0.00012516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8698314,"threshold_uncertainty_score":0.9998491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988717798807516,"score_gpt":0.3245527191044464,"score_spread":0.3046655411163713,"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."}}