{"id":"W3210956039","doi":"10.1007/s40279-021-01582-y","title":"Metabolomics in Exercise and Sports: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Sports Medicine","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":106,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Metabolomics; Metabolome; Omics; Sports medicine; Medicine; Exercise physiology; Biomarker discovery; Physiology; Bioinformatics; Proteomics; Biology; Internal medicine; Pathology; Biochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00130042,0.0005749149,0.00567391,0.000223501,0.00003723947,0.00000834989,0.0002182427,0.0002833159,0.00008738031],"category_scores_gemma":[0.0005692777,0.0003902454,0.0003116401,0.0004603477,0.0001234665,0.000002613367,0.0002206779,0.0002679583,0.000001625623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002240403,"about_ca_system_score_gemma":0.0001675765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009576903,"about_ca_topic_score_gemma":0.000006443404,"domain_scores_codex":[0.9970422,0.0001122914,0.001401189,0.000763138,0.0003439349,0.0003372562],"domain_scores_gemma":[0.9982175,0.00002838511,0.0006796545,0.0008502561,0.00008877093,0.0001353921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002792613,0.0000357339,0.0000121428,0.8996094,0.0002134595,0.0001774467,0.000018224,1.769063e-8,0.000004490907,0.0001370208,0.002278588,0.09751068],"study_design_scores_gemma":[0.0001365238,0.00002333018,0.000004097383,0.4992926,0.00339961,0.0001285096,0.0000488978,8.035182e-8,0.000001501631,0.00001125552,0.4967083,0.000245324],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001345846,0.9971397,0.000007255879,0.00008206536,0.0003454171,0.001798349,0.00001627091,0.000009112622,0.0005883707],"genre_scores_gemma":[0.00001109539,0.9973482,0.000131319,0.0003167248,0.0002231194,0.0002723266,0.0004719138,0.00005970771,0.001165603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4944297,"threshold_uncertainty_score":0.9998549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691324558459627,"score_gpt":0.3052750168093382,"score_spread":0.2883617712247419,"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."}}