{"id":"W3168422039","doi":"10.3390/vaccines9060667","title":"Vaccine Formulation for Infectious Diseases and Adjuvant Mechanisms of Action","year":2021,"lang":"en","type":"article","venue":"Vaccines","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Adjuvant; Vaccination; Immune system; Medicine; Immunology; Vaccine adjuvant; Action (physics); Virology; Physics","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":[0.00007434978,0.00006441039,0.0002481427,0.00006616155,0.00003511845,0.000004542936,0.00001488881,0.00003796114,0.00005505116],"category_scores_gemma":[0.0005566656,0.000052535,0.00005905084,0.00007435132,0.00000307141,0.00007111432,0.00002529894,0.00003941491,0.000001077399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001510246,"about_ca_system_score_gemma":0.00002681869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001907919,"about_ca_topic_score_gemma":0.0000677903,"domain_scores_codex":[0.9994543,0.00002825536,0.0001754798,0.0001377068,0.00005831959,0.0001459763],"domain_scores_gemma":[0.9995515,0.00003914916,0.00005064197,0.00009821153,0.0001754963,0.00008494112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002090765,0.0002902043,0.533153,0.0008969686,0.0001653314,0.00002508715,0.00003281491,0.00002245846,0.3941827,0.004274459,0.003678013,0.0611882],"study_design_scores_gemma":[0.004657271,0.001584574,0.9507426,0.0001035328,0.0001178322,0.0002214161,0.00008557017,0.002585906,0.02490518,0.01358887,0.001331456,0.00007577265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735542,0.0005635826,0.02386974,0.001545831,0.0001171508,0.0002599718,0.0000207679,0.00002986287,0.00003887904],"genre_scores_gemma":[0.9978606,0.0004256239,0.00110806,0.0001765845,0.0001190246,0.00002969214,0.00009401412,0.000008856873,0.0001775663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4175896,"threshold_uncertainty_score":0.2142315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986017693017971,"score_gpt":0.3378950132391021,"score_spread":0.3080348363089224,"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."}}