{"id":"W4406328422","doi":"10.3390/vaccines13010066","title":"Live Plague Vaccine Development: Past, Present, and Future","year":2025,"lang":"en","type":"review","venue":"Vaccines","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Science Foundation; Government of Canada; Canadian Food Inspection Agency","keywords":"Plague (disease); Reactogenicity; Immunogenicity; Vaccination; Biology; Virology; Immune system; Attenuated vaccine; Immunology; Medicine; Virulence; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001774639,0.0005853444,0.001044765,0.0002661149,0.0001429068,0.00008858637,0.0005196935,0.0006571446,0.00009417144],"category_scores_gemma":[0.0000487176,0.0004749943,0.0002088316,0.0003102398,0.00001692693,0.000006457071,0.0006672587,0.0003332991,0.00007009514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003258756,"about_ca_system_score_gemma":0.0004820453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001087787,"about_ca_topic_score_gemma":0.00003602482,"domain_scores_codex":[0.9977946,0.000163095,0.0005119456,0.0008704713,0.0001705657,0.0004893619],"domain_scores_gemma":[0.9987742,0.00008549159,0.0001905369,0.0006371045,0.000144938,0.0001677079],"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":[0.00007606774,0.00006862634,0.000699933,0.01477589,0.0005186296,0.00002494286,0.00004211438,1.783427e-7,0.000102993,0.000005092615,0.05133823,0.9323473],"study_design_scores_gemma":[0.0003501094,0.00007666677,0.0007311873,0.001575635,0.0001710888,0.00008157904,0.00001667428,5.793163e-7,0.0001884507,0.000001897371,0.9963591,0.000447024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008698242,0.9969533,0.000009975602,0.0001958624,0.0003339538,0.0008168496,0.00008827952,0.0000281232,0.000703797],"genre_scores_gemma":[0.00001313165,0.9876775,0.0003590953,0.00004178422,0.004069462,0.0001592443,0.001504072,0.00006215987,0.006113609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9450209,"threshold_uncertainty_score":0.9997702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685103471118267,"score_gpt":0.3187862347887352,"score_spread":0.3019352000775526,"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."}}