{"id":"W4402050540","doi":"10.4103/apjtm.apjtm_854_23","title":"Recombinant vaccines: Current updates and future prospects","year":2024,"lang":"en","type":"article","venue":"Asian Pacific Journal of Tropical Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Current (fluid); Recombinant DNA; Medicine; Virology; Biology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0003399457,0.0002249942,0.0006451776,0.0004385618,0.00005854934,0.00004649132,0.0001501946,0.0001116399,0.00008249269],"category_scores_gemma":[0.0002776147,0.0001264742,0.0001408718,0.0004881508,0.0001795268,0.0001382959,0.00004047301,0.001060275,0.00003146622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100616,"about_ca_system_score_gemma":0.0002500195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002914138,"about_ca_topic_score_gemma":0.000001671409,"domain_scores_codex":[0.9979371,0.00006587221,0.0006545279,0.0002834034,0.0006995765,0.0003595455],"domain_scores_gemma":[0.9990888,0.0001244672,0.0001121732,0.0002335937,0.0002298186,0.0002111283],"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":[0.001365287,0.0004865989,0.1237211,0.001842387,0.000475678,0.004977664,0.002261092,1.28994e-8,0.01061561,0.008801945,0.05741468,0.7880379],"study_design_scores_gemma":[0.003098134,0.003296616,0.04806231,0.002161474,0.0002585708,0.004049842,0.001861238,0.00005450522,0.001316606,0.003216687,0.9324686,0.0001554421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5864087,0.1986392,0.0008212439,0.1897558,0.01055667,0.0009461464,0.000005828452,0.0001549548,0.01271148],"genre_scores_gemma":[0.9892048,0.001648504,0.0002284757,0.002319345,0.006477231,0.000006353107,0.000001699426,0.00003729534,0.00007628992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8750539,"threshold_uncertainty_score":0.5157468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026071518037368,"score_gpt":0.335256142140986,"score_spread":0.3149954269606123,"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."}}