{"id":"W4391839199","doi":"10.1021/acs.analchem.3c05431","title":"Studies of Labware Contamination during Lipid Extraction in Mass Spectrometry-Based Lipidome Analysis","year":2024,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Foundation for Innovation; Alberta Innovates - Health Solutions; Genome Canada","keywords":"Lipidome; Chemistry; Contamination; Biochemical engineering; Extraction (chemistry); Lipidomics; Chromatography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003719215,0.001121498,0.0008436097,0.001584872,0.0009307633,0.001873351,0.0007776227,0.001261502,0.001333906],"category_scores_gemma":[0.006454285,0.0005430952,0.001073678,0.001879891,0.001077929,0.001474506,0.001654793,0.001128419,0.001241538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006978792,"about_ca_system_score_gemma":0.0009990557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001026528,"about_ca_topic_score_gemma":0.001830024,"domain_scores_codex":[0.9950038,0.001012173,0.0003649424,0.001270692,0.001858166,0.0004901658],"domain_scores_gemma":[0.9958259,0.001384355,0.000908714,0.0005418831,0.001162713,0.0001764866],"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":[0.000308622,0.000134955,0.01077715,0.000738811,0.0002095892,0.0004137966,0.0004637585,0.0004814674,0.9649768,0.000393449,0.0004332715,0.02066835],"study_design_scores_gemma":[0.00001084119,0.0005579625,0.02716226,0.0001669792,0.0002542549,0.000953184,0.0004891104,0.002089417,0.9503849,0.0006515048,0.01720424,0.00007540939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8573006,0.01264188,0.1210497,0.0005972694,0.0003947853,0.0006163546,0.002970359,0.0006675864,0.003761363],"genre_scores_gemma":[0.8309219,0.01581192,0.1355062,0.001761439,0.0002298694,0.00087916,0.008048898,0.000809548,0.006031083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003719215,"threshold_uncertainty_score":0.01966929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412976672323346,"score_gpt":0.3061467921664668,"score_spread":0.2920170254432333,"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."}}