{"id":"W3181217231","doi":"10.3390/vaccines9070761","title":"Combating Human Viral Diseases: Will Plant-Based Vaccines Be the Answer?","year":2021,"lang":"en","type":"review","venue":"Vaccines","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Virology; Virus; Pandemic; Biology; Hepatitis B virus; Medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Disease","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":[0.00009361431,0.0004171153,0.0007167145,0.00004626629,0.000309236,0.00007803342,0.0005715687,0.0002431972,0.00006467848],"category_scores_gemma":[0.00003509372,0.0002640844,0.0004999776,0.0001601934,0.00002391646,0.000003728329,0.0001003315,0.000187304,0.000006209427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001017376,"about_ca_system_score_gemma":0.0002011883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002028644,"about_ca_topic_score_gemma":0.00009037679,"domain_scores_codex":[0.9984639,0.0001278475,0.0004498838,0.0005472352,0.0001226943,0.0002884611],"domain_scores_gemma":[0.9987865,0.00007470421,0.0002231766,0.000769022,0.00005797282,0.00008861414],"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":[0.00006686008,0.001081009,0.0009788489,0.01544883,0.002474566,0.00007372785,0.00007276249,0.00005493977,0.003539193,0.003660399,0.190019,0.7825298],"study_design_scores_gemma":[0.0002530993,0.00004319838,0.00006559586,0.0008494887,0.0005754647,0.00002447265,0.0000148679,0.00000585233,0.0001097039,0.00001239624,0.9976968,0.0003490996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006234434,0.9963148,0.0001331134,0.000292869,0.0001608092,0.0005196925,0.001814385,0.00003615984,0.0001046955],"genre_scores_gemma":[0.001719177,0.9853556,0.00008390941,0.0003766615,0.0009309685,0.0002660707,0.01078572,0.00006814475,0.0004137932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8076777,"threshold_uncertainty_score":0.9999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101991479702922,"score_gpt":0.3196095912979836,"score_spread":0.2885896765009544,"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."}}