{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004740208,0.001111499,0.001137435,0.002709568,0.0002763404,0.0008445873,0.000943168,0.001305652,0.003314999],"category_scores_gemma":[0.0004258527,0.0004634442,0.0006035848,0.001809009,0.0003752742,0.001508318,0.000668436,0.001865694,0.002993626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006499623,"about_ca_system_score_gemma":0.000644342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008180295,"about_ca_topic_score_gemma":0.001035677,"domain_scores_codex":[0.9997672,0.00003293654,0.000019182,0.00004708076,0.0001070528,0.00002653721],"domain_scores_gemma":[0.9998828,0.00004265535,0.00001768291,0.000006283102,0.0000381961,0.00001244567],"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":[0.00009542917,0.0001377707,0.0001762019,0.02278967,0.0001066386,0.0004276753,0.00008141654,0.000688566,0.02956069,0.01212058,0.0191417,0.9146737],"study_design_scores_gemma":[0.00001224325,0.0001256453,0.0004659689,0.001309066,0.00008530304,0.001359498,0.00004333055,0.0002140193,0.01007998,0.001693175,0.9845861,0.00002579782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005187824,0.993876,0.001177959,0.0001824019,0.0002691993,0.00001827269,0.00004018433,0.00002329531,0.003893889],"genre_scores_gemma":[0.002267956,0.9938123,0.001125289,0.0002140285,0.00007902171,0.00002626803,0.00008210002,0.000004889419,0.002388105],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003314999,"threshold_uncertainty_score":0.0110898,"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."}}