{"id":"W2053399221","doi":"10.1002/mabi.201200222","title":"Glycopolymers and Glyco‐nanoparticles in Biomolecular Recognition Processes and Vaccine Development","year":2012,"lang":"en","type":"review","venue":"Macromolecular Bioscience","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Glycomics Centre; University of Alberta; Brandon University","funders":"","keywords":"Nanotechnology; Nanoparticle; Nanomaterials; Chemistry; Materials science","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":[0.0006927202,0.001096876,0.0009443135,0.00232894,0.00033756,0.000879776,0.0007208339,0.001362161,0.001669841],"category_scores_gemma":[0.0004289496,0.000431814,0.0003041974,0.002898477,0.0008040763,0.001608379,0.0007332322,0.00163324,0.002506957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007954505,"about_ca_system_score_gemma":0.0008344253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008728236,"about_ca_topic_score_gemma":0.001419573,"domain_scores_codex":[0.999785,0.00004073088,0.00001899596,0.00003869958,0.00009502531,0.00002159779],"domain_scores_gemma":[0.9998257,0.00007309691,0.00002745037,0.000009243501,0.00004509331,0.00001950913],"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":[0.00006438365,0.0001405361,0.0001476517,0.01057151,0.00004961726,0.0003192077,0.0001050459,0.0007785948,0.01156256,0.01934303,0.01849584,0.938422],"study_design_scores_gemma":[0.000009879999,0.00007362382,0.0003331008,0.001163629,0.00002582527,0.001029904,0.00005068944,0.0001467796,0.003109322,0.003509614,0.9905281,0.00001950071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001975372,0.9977064,0.0003919258,0.0001440984,0.0001734728,0.000005606997,0.000006699832,0.000007074766,0.001367123],"genre_scores_gemma":[0.001345313,0.9964315,0.0005717836,0.0001090005,0.0001393512,0.000009751081,0.00001349747,0.000002094696,0.001377764],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00232894,"threshold_uncertainty_score":0.005771458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249424173586967,"score_gpt":0.3188621667281424,"score_spread":0.2763679249922728,"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."}}