{"id":"W4308335036","doi":"10.3390/vaccines10111861","title":"Recent Progress on Vaccines Produced in Transgenic Plants","year":2022,"lang":"en","type":"review","venue":"Vaccines","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Commercialization; Pandemic; Biotechnology; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Risk analysis (engineering); Biology; Virology; Business; Medicine; Infectious disease (medical specialty)","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":[0.0001573389,0.0004165921,0.0007208378,0.0001543831,0.00008410293,0.00002075614,0.0004998097,0.0002314621,0.0002421405],"category_scores_gemma":[0.00001978287,0.0003309654,0.0002407405,0.0002862731,0.000009640547,0.00000214784,0.00006191724,0.0002768807,0.00003787526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002852671,"about_ca_system_score_gemma":0.0001922597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003839846,"about_ca_topic_score_gemma":0.00005644435,"domain_scores_codex":[0.9981362,0.0001121569,0.0004992278,0.0007765014,0.0001417625,0.000334191],"domain_scores_gemma":[0.9990987,0.00002852374,0.0001583748,0.0006279264,0.00001678561,0.00006968013],"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":[0.00005721718,0.0002166505,0.00003548987,0.001014641,0.00009734763,0.000005816021,0.00001262531,0.000002642994,0.00008292658,0.00001080515,0.003109765,0.9953541],"study_design_scores_gemma":[0.0003668425,0.000133672,0.00007638995,0.0004904601,0.00009783596,0.00003587448,0.000006458513,3.934356e-7,0.0003323874,0.000006035996,0.9980793,0.0003743645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002407687,0.9952933,0.000001707372,0.0001350551,0.0002497027,0.001246592,0.0003677199,0.00002980012,0.0002684426],"genre_scores_gemma":[0.0002834178,0.9954343,0.00003362081,0.00005311774,0.000320751,0.001139366,0.002244888,0.00006957042,0.0004209682],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9949797,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05510143035030543,"score_gpt":0.3346030254897777,"score_spread":0.2795015951394723,"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."}}