{"id":"W1902656581","doi":"10.1093/glycob/cwv037","title":"Antibody recognition of carbohydrate epitopes","year":2015,"lang":"en","type":"review","venue":"Glycobiology","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Epitope; Antigen; Glycan; Antibody; Glycoprotein; Glycolipid; Virology; Biology; Immunology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004719273,0.0003288021,0.001078044,0.0002099235,0.00003727653,0.0000106841,0.0003714718,0.0008289679,0.0001012845],"category_scores_gemma":[0.0002358686,0.0002691613,0.0003432694,0.0002398882,0.0001907843,0.000002466885,0.0002285887,0.0002508694,0.0002492727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002618245,"about_ca_system_score_gemma":0.0005149911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004181647,"about_ca_topic_score_gemma":0.00001614835,"domain_scores_codex":[0.9979426,0.0004635262,0.0005805536,0.0005264508,0.0001363793,0.0003504563],"domain_scores_gemma":[0.9986429,0.00002913515,0.0003508509,0.0005415466,0.0003152434,0.0001203864],"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":[0.00005030425,0.00006511118,0.000007874229,0.002327078,0.0002068546,0.000009338217,0.000009719667,6.277626e-7,0.009416517,0.0000253728,0.001386184,0.986495],"study_design_scores_gemma":[0.0002455675,0.0004215608,0.000001581323,0.0005054232,0.0001097685,0.0000539481,0.000006393485,0.000001192917,0.0008286802,0.00007637092,0.9974731,0.0002764808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004571395,0.9950861,0.0001037106,0.000008967589,0.0004036485,0.0006707572,0.0003489382,0.00001453026,0.002906147],"genre_scores_gemma":[0.0001983222,0.9869976,0.0001948992,0.00002001548,0.0004174545,0.00009243339,0.01140042,0.00004579263,0.0006330639],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9960868,"threshold_uncertainty_score":0.999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07282485781453316,"score_gpt":0.390550687635061,"score_spread":0.3177258298205278,"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."}}