{"id":"W3195681270","doi":"10.1016/j.tips.2021.07.006","title":"Biomaterials, biological molecules, and polymers in developing vaccines","year":2021,"lang":"en","type":"review","venue":"Trends in Pharmacological Sciences","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; Western University","funders":"Canadian Institutes of Health Research","keywords":"Immunogenicity; Biomaterial; Nanotechnology; Vaccination; Immune system; Medicine; Immunology; Materials science","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":[0.001202513,0.001501771,0.001808449,0.002555091,0.0003331797,0.001627809,0.001256297,0.001843366,0.004622213],"category_scores_gemma":[0.001118785,0.0004523463,0.0005347545,0.003156346,0.0009714521,0.002611178,0.001130278,0.002977387,0.003278173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009237116,"about_ca_system_score_gemma":0.001300293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009949228,"about_ca_topic_score_gemma":0.0022489,"domain_scores_codex":[0.9996423,0.00006517972,0.00004039389,0.00005191498,0.0001644395,0.0000358162],"domain_scores_gemma":[0.9995984,0.0002160061,0.0000490776,0.00001390318,0.00008100924,0.00004152288],"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":[0.0001167828,0.00009772206,0.0001004599,0.01442863,0.00006462132,0.000145338,0.0000472361,0.0004772056,0.002512337,0.00871724,0.04246735,0.9308251],"study_design_scores_gemma":[0.00002562766,0.00007777585,0.0003233257,0.003416335,0.00007645264,0.0004651635,0.00003969217,0.0001144585,0.0004382051,0.003349279,0.9916569,0.00001681196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003190519,0.9988378,0.00009589764,0.0001816554,0.0003132618,0.000002588064,0.000005243271,0.000003304046,0.0005284483],"genre_scores_gemma":[0.0002015898,0.9985657,0.000185289,0.0001531669,0.0003409874,0.000004537588,0.00001114637,0.000001059545,0.0005364321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004622213,"threshold_uncertainty_score":0.01546288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259647526840136,"score_gpt":0.4108838143502411,"score_spread":0.2849190616662275,"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."}}