{"id":"W1972262472","doi":"10.1021/ac1015563","title":"Comprehensive Lipidomics Analysis of Bioactive Lipids in Complex Regulatory Networks","year":2010,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Chemistry; Orbitrap; Chromatography; Lipidomics; Tandem mass spectrometry; Detection limit; Mass spectrometry; Certified reference materials; Quadrupole ion trap; Cascade; Ion trap; 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":[0.0001771255,0.0001938627,0.0005369264,0.000108337,0.00003495852,0.00001127178,0.0002288293,0.0002624817,0.0001470126],"category_scores_gemma":[0.0001476142,0.0001895821,0.0002910637,0.0006918335,0.0003181147,0.000002689573,0.0001747239,0.0003395735,0.000001147747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001388665,"about_ca_system_score_gemma":0.00003874468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002825427,"about_ca_topic_score_gemma":0.00006239097,"domain_scores_codex":[0.998758,0.00002834326,0.0003740613,0.0004150671,0.0001393902,0.0002851342],"domain_scores_gemma":[0.9990374,0.00005999345,0.0001299845,0.0005165182,0.0001482229,0.0001078736],"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":[0.0000971897,0.0001390816,0.02727574,0.00002429024,0.001386057,0.000002107276,0.00001290226,0.0007966982,0.9686176,0.0004769342,0.0009604598,0.0002109009],"study_design_scores_gemma":[0.002314827,0.0001723083,0.4184057,0.00001443522,0.002286935,0.00001177722,0.0005346514,0.0855354,0.4415469,0.0002680973,0.04771876,0.001190239],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942818,0.0002125239,0.0004728869,0.00008328799,0.0000685425,0.00006221676,0.00003330159,0.000006636376,0.004778835],"genre_scores_gemma":[0.9984088,0.0001735941,0.0004743574,0.0001115695,0.0002467073,0.000005681452,0.0002381709,0.00001410975,0.0003270042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5270708,"threshold_uncertainty_score":0.7730935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130436262542709,"score_gpt":0.2682218589964375,"score_spread":0.2551782327421666,"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."}}