{"id":"W2998468579","doi":"10.3390/pharmaceutics12010030","title":"Engineered Nanodelivery Systems to Improve DNA Vaccine Technologies","year":2020,"lang":"en","type":"review","venue":"Pharmaceutics","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"DNA vaccination; Immune system; Computational biology; Biology; Immunology; Virology; Medicine; Immunization","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001154465,0.0005664972,0.001032419,0.0001444842,0.00005160188,0.00006770669,0.0008080134,0.0005372113,0.000009307395],"category_scores_gemma":[0.0001051663,0.0004940574,0.0003650167,0.0002686595,0.00002169198,0.000003943881,0.000572904,0.000385264,0.0003169304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005675762,"about_ca_system_score_gemma":0.0001897927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004159301,"about_ca_topic_score_gemma":9.914827e-7,"domain_scores_codex":[0.9980778,0.00006366441,0.0005490942,0.000715776,0.0001647112,0.0004289993],"domain_scores_gemma":[0.9988856,0.00002103494,0.0001903541,0.0006216585,0.0001203335,0.0001609902],"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":[0.00003366435,0.00003963989,9.107262e-7,0.005583498,0.0006136235,0.0000405468,0.00001503233,0.00003550802,0.02300764,0.00001524794,0.01732856,0.9532861],"study_design_scores_gemma":[0.0001900482,0.0002142906,3.843686e-8,0.0009684913,0.000486303,0.0000442755,0.00004231538,0.0001138489,0.01577599,0.000001479202,0.9816225,0.0005404667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000101064,0.9963886,0.0005730973,0.00009030035,0.001230394,0.0009563841,0.0003309392,0.0001433875,0.0001858899],"genre_scores_gemma":[0.0009747185,0.9968569,0.0001415024,0.000177998,0.0005908264,0.0002187871,0.000308088,0.00009265725,0.000638581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9642939,"threshold_uncertainty_score":0.9997511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04672788407179804,"score_gpt":0.3435271141115817,"score_spread":0.2967992300397836,"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."}}