{"id":"W4210266593","doi":"10.1016/j.isci.2022.103828","title":"Impact of myocardial reperfusion on human plasma lipidome","year":2022,"lang":"en","type":"article","venue":"iScience","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Fondation de l’Hôpital Saint-Boniface","keywords":"Lipidome; Myocardial infarction; Cardiology; Internal medicine; Medicine; Population; Troponin I; Myocardial Reperfusion Injury; Myocardial ischemia; Ischemia; Lipid metabolism","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":[0.0003055834,0.0002544486,0.0004168675,0.0003931708,0.000173639,0.0005156526,0.00009128101,0.0002706835,0.001498031],"category_scores_gemma":[0.0005146468,0.00008023447,0.0002489917,0.0004819202,0.000142129,0.0002020647,0.0003223548,0.0002727744,0.0003281892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379562,"about_ca_system_score_gemma":0.0001348044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000580376,"about_ca_topic_score_gemma":0.0005440079,"domain_scores_codex":[0.9998268,0.0000556429,0.00001249345,0.00005037302,0.00002648812,0.00002817764],"domain_scores_gemma":[0.999859,0.00003126639,0.00004725463,0.00001900237,0.00001756661,0.00002605709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01952337,0.0002673448,0.4542254,0.0002519798,0.0005901681,0.0007954522,0.0003549652,0.0004182893,0.4783837,0.0002143137,0.0006060282,0.04436898],"study_design_scores_gemma":[0.00003402212,0.001009821,0.9837691,0.00001291887,0.0001114488,0.000512388,0.0001256287,0.0004452156,0.01285919,0.0001795073,0.0009298583,0.00001091313],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959611,0.001876374,0.0004855451,0.0001120498,0.00002291757,0.00001808213,0.0008426738,0.0000150472,0.0006661841],"genre_scores_gemma":[0.9971882,0.0007019564,0.000416784,0.000120608,0.00002541865,0.00002439644,0.001057157,0.000006930449,0.0004585654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001498031,"threshold_uncertainty_score":0.005011439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827320778655083,"score_gpt":0.3027141313975876,"score_spread":0.2844409236110368,"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."}}