{"id":"W2997414608","doi":"10.1002/9780470473283.ch2","title":"Preparation of Glycoconjugate Vaccines","year":2008,"lang":"en","type":"other","venue":"","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences","funders":"","keywords":"Glycoconjugate; Computational biology; Biology; Chemistry; Bioinformatics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001943245,0.0006351707,0.0003299561,0.0003790749,0.0001725207,0.0003026913,0.0003075741,0.0002808973,0.01014805],"category_scores_gemma":[0.0001721684,0.0002489392,0.0002611714,0.000352862,0.00009079841,0.0003169088,0.0003227739,0.0007625148,0.0094385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268045,"about_ca_system_score_gemma":0.0002687338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001555218,"about_ca_topic_score_gemma":0.0003755764,"domain_scores_codex":[0.9998735,0.00001517614,0.000006280072,0.00001466938,0.00006834233,0.00002196139],"domain_scores_gemma":[0.9999713,0.000003471761,0.000003897201,0.000005290028,0.000009763145,0.000006219941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000124396,0.0001190201,0.0001042738,0.0006500501,0.00001773942,0.0001141211,0.00004158089,0.0007356951,0.8784269,0.003940641,0.009015745,0.1067099],"study_design_scores_gemma":[0.00003392115,0.0003067569,0.0003916303,0.00007205709,0.00001494131,0.0001723378,0.00001455227,0.0005703657,0.7706565,0.0006273575,0.2271254,0.00001413285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2454066,0.05580012,0.3863794,0.001719098,0.005228737,0.004405896,0.0103266,0.002772226,0.2879612],"genre_scores_gemma":[0.2919353,0.07674472,0.2231214,0.001313799,0.0005457354,0.002455891,0.0183275,0.0007512604,0.3848045],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01014805,"threshold_uncertainty_score":0.0339486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203498193061224,"score_gpt":0.2712917588246742,"score_spread":0.259256776894062,"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."}}