{"id":"W2231115560","doi":"10.1039/c5ay02258d","title":"Untargeted lipidomics study of coronary artery disease by FUPLC-Q-TOF-MS","year":2016,"lang":"en","type":"article","venue":"Analytical Methods","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital; Simon Fraser University","funders":"","keywords":"Lipidomics; Coronary heart disease; Coronary artery disease; Disease; Medicine; Cardiology; Internal medicine; Bioinformatics; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004863253,0.0002015803,0.0003891807,0.00006568093,0.00005447316,0.00000908388,0.0002224577,0.00008863049,0.0001050307],"category_scores_gemma":[0.0006095693,0.0001349093,0.0001522771,0.0001581506,0.0001469258,0.000004390332,0.0002173367,0.00006904938,0.000006322319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001443119,"about_ca_system_score_gemma":0.00003820424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001066464,"about_ca_topic_score_gemma":0.00000534455,"domain_scores_codex":[0.9984023,0.0003115026,0.0003758052,0.0004592828,0.0001585287,0.0002925984],"domain_scores_gemma":[0.9989274,0.0001474973,0.0001026805,0.0005232398,0.00009413926,0.0002051139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007793221,0.001327018,0.04278527,0.00002226674,0.001081893,0.00001227171,0.00003901701,0.000004081929,0.9243512,0.001218162,0.008545923,0.01983353],"study_design_scores_gemma":[0.01688826,0.01021466,0.2844486,0.00008728629,0.002814505,0.00003150247,0.001408074,0.00182079,0.4351817,0.007392989,0.23678,0.002931629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678056,0.001256795,0.02950442,0.000369174,0.0002253711,0.000238607,0.00006600373,0.00001238077,0.0005216353],"genre_scores_gemma":[0.9877804,0.0004813282,0.01010298,0.0001620731,0.0001674965,0.00002139499,0.00002063375,0.00002465008,0.001239041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4891695,"threshold_uncertainty_score":0.550144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986011262161824,"score_gpt":0.3385196826400472,"score_spread":0.318659570018429,"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."}}