{"id":"W4403741623","doi":"10.1002/cbic.202400402","title":"Detection Strategies for Sialic Acid and Sialoglycoconjugates","year":2024,"lang":"en","type":"review","venue":"ChemBioChem","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Glycoconjugate; Sialic acid; Neuraminidase; Biochemistry; Enzyme; Sialidase; Neuraminic acid; Sialyltransferase; Chemistry; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001973881,0.0003869171,0.000564234,0.0001174834,0.00009421661,0.000210754,0.0001934663,0.0006069902,0.00001371106],"category_scores_gemma":[0.000100014,0.0003204046,0.0003464004,0.0001519297,0.0001117105,0.000005047237,0.00016435,0.0002224963,0.00004995826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002862206,"about_ca_system_score_gemma":0.000301257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005197111,"about_ca_topic_score_gemma":0.00001630123,"domain_scores_codex":[0.9985358,0.00003875807,0.0003205955,0.0006724931,0.0001194542,0.0003128927],"domain_scores_gemma":[0.999338,0.00001780008,0.00009732134,0.000349807,0.00008640516,0.0001107116],"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":[0.00002847776,0.00002315703,6.758806e-8,0.01780286,0.0002404977,0.000003255241,0.0000203479,6.368748e-8,0.06245727,0.0002746843,0.002194352,0.916955],"study_design_scores_gemma":[0.0001604183,0.0001502026,7.725656e-8,0.0005951652,0.0002180453,0.00004090424,0.00003032247,0.000005648909,0.1911298,0.0002155049,0.8071716,0.0002823636],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002397404,0.996716,0.0004895023,0.00002310924,0.0001948475,0.001144647,0.00008517932,0.00004079046,0.001066158],"genre_scores_gemma":[0.004398095,0.9910579,0.0001476821,0.00002416463,0.0007023247,0.0007430115,0.0006948151,0.00008875974,0.002143249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9166726,"threshold_uncertainty_score":0.9999248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970873749961289,"score_gpt":0.3573290802979419,"score_spread":0.317620342798329,"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."}}