{"id":"W1484003115","doi":"10.1111/j.1600-6143.2005.01119.x","title":"Metabolomics: The Principles and Potential Applications to Transplantation","year":2005,"lang":"en","type":"review","venue":"American Journal of Transplantation","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Genome Prairie","keywords":"Metabolomics; Metabolite profiling; Metabolite; Medicine; Organ transplantation; Transplantation; Computational biology; Metabolome; Proteomics; Bioinformatics; Physiology; Biology; Internal medicine; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003330769,0.0002307849,0.0006670458,0.0001697468,0.0001080034,0.00003645667,0.0002487213,0.00007012611,0.000003408869],"category_scores_gemma":[0.000009858065,0.0001530386,0.0002592618,0.000210052,0.0001195705,0.000007149036,0.00001525704,0.0001745508,0.000002860714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001438467,"about_ca_system_score_gemma":0.0001044394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005779084,"about_ca_topic_score_gemma":0.00001747924,"domain_scores_codex":[0.9987264,0.0001424842,0.0005878754,0.0002215912,0.0001637421,0.0001579212],"domain_scores_gemma":[0.9989738,0.00004559819,0.0006343709,0.0001646448,0.00009636778,0.00008522008],"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":[0.00008504295,0.00002417075,0.000004692199,0.0005425112,0.0003905481,0.000004541852,0.0001306072,0.00005806714,0.0005990468,0.0002087135,0.00003579783,0.9979163],"study_design_scores_gemma":[0.0002105571,0.0003029892,0.0001277044,0.0002465754,0.002160933,0.0008260015,0.00008923192,0.000001300315,0.0001409179,0.00001185787,0.995687,0.0001949173],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001700111,0.9648144,0.03252402,0.0001687244,0.0001069284,0.0004544903,0.0001556816,0.000003469375,0.00007217436],"genre_scores_gemma":[0.002327926,0.9920598,0.004716667,0.00009913159,0.0005521843,0.00005471749,0.0001224924,0.00002661618,0.000040504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9977213,"threshold_uncertainty_score":0.6240731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930023902019469,"score_gpt":0.3070248243879484,"score_spread":0.2877245853677537,"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."}}