{"id":"W3204562384","doi":"10.3390/metabo11100685","title":"Defining Acute Coronary Syndrome through Metabolomics","year":2021,"lang":"en","type":"review","venue":"Metabolites","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Metabolomics; Disease; Biomarker; Biomarker discovery; Medicine; Bioinformatics; Lipidomics; Omics; Metabolome; Computational biology; Proteomics; Biology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008953797,0.001262019,0.001828972,0.003356491,0.000255488,0.001346166,0.0008540298,0.001258425,0.003265448],"category_scores_gemma":[0.001147073,0.0002681781,0.0007667547,0.002105218,0.0005349574,0.001625482,0.001203258,0.002310701,0.002858621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006201731,"about_ca_system_score_gemma":0.001102148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148891,"about_ca_topic_score_gemma":0.001510001,"domain_scores_codex":[0.9996929,0.00006107759,0.00005670089,0.00005743748,0.0001065525,0.00002536829],"domain_scores_gemma":[0.9994522,0.0002554654,0.00007128749,0.00001659145,0.000158237,0.00004635246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006390283,0.00005172172,0.0003603367,0.01107598,0.0001384096,0.0001965603,0.00003743068,0.0001954625,0.000678333,0.004304553,0.02510021,0.9577971],"study_design_scores_gemma":[0.0000287596,0.0001137514,0.002008033,0.00577679,0.0002121541,0.00221023,0.00007666418,0.0001837779,0.0006057068,0.005126895,0.9836127,0.00004456549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007416281,0.998006,0.0002983336,0.0005070569,0.0002622236,0.000007007074,0.00003054211,0.00001063357,0.0008040488],"genre_scores_gemma":[0.0005468217,0.9980431,0.0003250258,0.000289954,0.0003296387,0.0000100933,0.00006186301,0.000002324925,0.0003911356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003356491,"threshold_uncertainty_score":0.01092398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586924808933206,"score_gpt":0.3145050695887234,"score_spread":0.2886358214993913,"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."}}