{"id":"W2050948973","doi":"10.1097/01.mnh.0000247499.64291.52","title":"Metabolomics in monitoring kidney transplants","year":2006,"lang":"en","type":"review","venue":"Current Opinion in Nephrology & Hypertension","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Athabasca University","funders":"Genome Alberta","keywords":"Metabolomics; Medicine; Kidney; Biomarker discovery; Kidney transplantation; Intensive care medicine; Biomarker; Bioinformatics; Proteomics; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137005,0.00147678,0.002319068,0.002913034,0.0002944227,0.001214952,0.001065362,0.001951612,0.00282276],"category_scores_gemma":[0.001068036,0.0003274354,0.0006148583,0.002981991,0.0007983114,0.00164009,0.0008117637,0.001719614,0.003239615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007556637,"about_ca_system_score_gemma":0.0008078935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137143,"about_ca_topic_score_gemma":0.001253459,"domain_scores_codex":[0.9995967,0.000106108,0.00004744228,0.00008207023,0.0001458287,0.00002189632],"domain_scores_gemma":[0.9992822,0.0003328704,0.00009462509,0.00002144299,0.0002066081,0.00006239312],"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":[0.0001242016,0.0001015529,0.0005302722,0.01396536,0.000203383,0.000402589,0.00006728647,0.00108462,0.004255308,0.003808933,0.02463547,0.950821],"study_design_scores_gemma":[0.0000473332,0.0003058993,0.003694463,0.005186559,0.0002758206,0.004100805,0.000144885,0.0008514229,0.003679861,0.006893903,0.9747274,0.00009174012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001555761,0.9973883,0.0006803046,0.0005013477,0.0004491357,0.000006265879,0.00001529515,0.00001491146,0.0007888199],"genre_scores_gemma":[0.001339886,0.9959528,0.0009317914,0.0003820619,0.0007997856,0.00001111438,0.0000277585,0.000003409182,0.0005513213],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002913034,"threshold_uncertainty_score":0.009443045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07941274779420626,"score_gpt":0.3512594461905305,"score_spread":0.2718466983963242,"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."}}