{"id":"W2334414788","doi":"10.2533/chimia.2011.24","title":"Organic Chemistry and Immunochemical Strategies in the Design of Potent Carbohydrate-based Vaccines","year":2011,"lang":"en","type":"review","venue":"CHIMIA International Journal for Chemistry","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Immunogenicity; Antigen; Immune system; Carbohydrate; Chemistry; Microbiology; Immunology; Biology; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.000480618,0.0003170985,0.0004687499,0.00004721848,0.00006099851,0.0001158967,0.0009979215,0.0004023213,0.0001283879],"category_scores_gemma":[0.0002779565,0.0002260857,0.000319013,0.0000988523,0.00009974207,0.000008722871,0.0001164321,0.0004958851,0.000001144289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006265428,"about_ca_system_score_gemma":0.0008067818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005114304,"about_ca_topic_score_gemma":9.842329e-7,"domain_scores_codex":[0.9984568,0.00007484192,0.0006255643,0.000317859,0.0002880561,0.0002368192],"domain_scores_gemma":[0.9988062,0.00008404916,0.0004052857,0.0002888337,0.0003382957,0.00007732405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001003007,0.0007079783,0.0000388404,0.01306729,0.001524273,0.00008831287,0.0001617961,0.0001300949,0.7974024,0.00007115112,0.001650213,0.1841547],"study_design_scores_gemma":[0.002930732,0.0002172905,0.00001686882,0.00437895,0.0003615434,0.001510409,0.0003632669,0.0002488886,0.2426881,0.0006786187,0.7456262,0.0009790709],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004428991,0.9916022,0.002297975,0.00006540275,0.0002031783,0.0006115861,0.00009356204,0.000006432871,0.0006906724],"genre_scores_gemma":[0.01219812,0.9855598,0.0006058991,0.00002631653,0.0005809565,0.0001385257,0.0005489657,0.0000531615,0.0002882637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.743976,"threshold_uncertainty_score":0.9219507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0401961084868329,"score_gpt":0.338960774861005,"score_spread":0.298764666374172,"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."}}