{"id":"W112201190","doi":"10.1016/s0076-6879(05)05013-5","title":"Mapping Bacterial Glycolipid Complexity Using Capillary Electrophoresis and Electrospray Mass Spectrometry","year":2005,"lang":"en","type":"review","venue":"Methods in enzymology on CD-ROM/Methods in enzymology","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Biological Sciences","funders":"","keywords":"Neuraminic acid; Phosphocholine; Chemistry; Glycolipid; Tandem mass spectrometry; Capillary electrophoresis; Mass spectrometry; Chromatography; Neisseria meningitidis; Electrospray; Population; Neisseria; Sialic acid; Biochemistry; Bacteria; Biology; Genetics","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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.01015737,0.001668109,0.004743264,0.003078931,0.0002902887,0.00009497253,0.001416845,0.003913047,0.0005697767],"category_scores_gemma":[0.003797736,0.001681008,0.0007265533,0.002140515,0.00130075,0.00002390396,0.0009092715,0.003504323,0.00002677174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008882473,"about_ca_system_score_gemma":0.0009118973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002432828,"about_ca_topic_score_gemma":0.0005497682,"domain_scores_codex":[0.9683307,0.02316977,0.002533906,0.002993446,0.0004160769,0.002556053],"domain_scores_gemma":[0.9944579,0.002167822,0.001019928,0.001782645,0.0001749171,0.0003967832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006758971,0.0004307198,0.0001987492,0.001635002,0.0004690728,0.0003029985,0.00009162917,0.00002882623,0.4150079,0.001051178,0.000259321,0.5798488],"study_design_scores_gemma":[0.00275033,0.002216499,0.001711418,0.001006427,0.0002403229,0.002594161,0.00006107328,0.0001295038,0.0127934,0.00360637,0.9704817,0.002408827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01305214,0.9246337,0.05667085,0.0001322986,0.0015537,0.002571592,0.00007680463,0.00007617947,0.001232688],"genre_scores_gemma":[0.00009107293,0.4824966,0.5155207,0.0002111814,0.000806873,0.0002629209,0.0002143155,0.0001733321,0.0002230444],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9702224,"threshold_uncertainty_score":0.9996066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090813987421813,"score_gpt":0.4606408568617976,"score_spread":0.3515594581196163,"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."}}