{"id":"W3217285871","doi":"10.4103/2468-8827.330656","title":"Enveloped virus-like particles as a platform for vaccine development","year":2021,"lang":"en","type":"article","venue":"International Journal of Noncommunicable Diseases","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Variation Biotechnologies (Canada)","funders":"","keywords":"Immunogenicity; Virology; Vaccination; Medicine; Immunology; Virus; Antigen; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003098018,0.0001309291,0.0003522518,0.0001924683,0.0001188295,0.0001067858,0.0004909283,0.00005130302,0.001037592],"category_scores_gemma":[0.000779084,0.0001085112,0.00026411,0.0001416246,0.00003665202,0.0002565383,0.0002524302,0.0002323086,0.00005300734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000247487,"about_ca_system_score_gemma":0.001687633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004200998,"about_ca_topic_score_gemma":0.000100836,"domain_scores_codex":[0.9982216,0.0000402876,0.0006300699,0.000127951,0.0007434961,0.0002365905],"domain_scores_gemma":[0.9970908,0.0003628788,0.0002910995,0.0002845951,0.001654825,0.000315791],"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":[0.03453092,0.01258,0.1310773,0.0004401366,0.009714752,0.006354849,0.003436627,0.0002358053,0.09837264,0.004543751,0.0690331,0.6296801],"study_design_scores_gemma":[0.008723661,0.0004413268,0.05446602,0.0005634481,0.0002081727,0.0009275659,0.0008529574,0.0005259518,0.05120155,0.001156779,0.88069,0.0002425502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867594,0.005580056,0.0005911722,0.004426471,0.0004106351,0.0002144312,0.00006706915,0.00002234706,0.001928434],"genre_scores_gemma":[0.9814617,0.0019093,0.01253312,0.001674481,0.0003722137,0.00002577367,0.00009822552,0.00002986858,0.001895324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8116569,"threshold_uncertainty_score":0.9998756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04997764561583128,"score_gpt":0.3721554199135346,"score_spread":0.3221777742977033,"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."}}