{"id":"W2974740310","doi":"10.3390/vaccines7040123","title":"Virus-Like Particle Systems for Vaccine Development against Viruses in the Flaviviridae Family","year":2019,"lang":"en","type":"review","venue":"Vaccines","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Montreal Clinical Research Institute","funders":"Ministry of Science and Technology, Taiwan","keywords":"Virology; Flaviviridae; Virus-like particle; Biology; Virus; Virus classification; Viral disease; Genetics; Recombinant DNA; Genome; Gene","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":[0.000554967,0.0005786597,0.002128625,0.0001690334,0.00009933305,0.0001043617,0.0004543863,0.0002212299,0.00002248024],"category_scores_gemma":[0.0001198925,0.0003281543,0.0005622571,0.0004156968,0.000006678506,0.00007641492,0.00007384909,0.0002535692,0.0002443505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232482,"about_ca_system_score_gemma":0.0005747871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000767733,"about_ca_topic_score_gemma":0.00005858408,"domain_scores_codex":[0.997205,0.0001589757,0.001126693,0.0006103709,0.0003334383,0.0005655101],"domain_scores_gemma":[0.9980663,0.0004361024,0.0003492424,0.0008820259,0.0001279504,0.0001383676],"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":[0.0003727517,0.0005456913,0.0005607168,0.04425326,0.0007055634,0.0000710934,0.0001749196,0.00001805819,0.00003220424,0.0001987662,0.03989852,0.9131684],"study_design_scores_gemma":[0.001982884,0.0001308521,0.0009527236,0.007583271,0.001484815,0.00001730372,0.0001675397,0.0001723405,0.000002907791,0.000001832769,0.9871318,0.0003717134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003497596,0.9899762,0.00003586607,0.0001135601,0.0007655415,0.005281644,0.00008932636,0.00006694677,0.0001732934],"genre_scores_gemma":[0.001308203,0.9926827,0.00002933276,0.00166323,0.0007532879,0.002477226,0.000230491,0.0001051842,0.0007503733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9472333,"threshold_uncertainty_score":0.999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08826506819883588,"score_gpt":0.354753759559529,"score_spread":0.2664886913606931,"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."}}