{"id":"W4292553239","doi":"10.1016/j.vaccine.2022.08.029","title":"Advanced vaccinology training globally: Update and impact of the COVID-19 crisis","year":2022,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"University of Chinese Academy of Sciences; Universiteit Antwerpen; University of Cape Town; Université de Lausanne; Universidad de Chile; Université Cadi Ayyad; Université de Genève; Université Cheikh Anta Diop de Dakar; Universidad Nacional Autónoma de México; Bill and Melinda Gates Foundation; Università degli Studi di Firenze; Institut National de la Santé et de la Recherche Médicale; Chinese Academy of Sciences; University of Oxford; Università degli Studi di Siena; London School of Hygiene and Tropical Medicine; Dalhousie University; World Health Organization; Universitat de Barcelona; Sabin Vaccine Institute; National Foundation for Infectious Diseases","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medical education; Medicine; Computer science; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00536086,0.0005424186,0.0004101312,0.003493045,0.000727705,0.004669487,0.0008738946,0.00133544,0.01051914],"category_scores_gemma":[0.01265901,0.000322869,0.0004515488,0.006369247,0.000889351,0.005616893,0.003507661,0.00166612,0.001588665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002866789,"about_ca_system_score_gemma":0.007501193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008880664,"about_ca_topic_score_gemma":0.009752424,"domain_scores_codex":[0.9967623,0.0009961696,0.0002756601,0.0003111098,0.0009759642,0.0006787892],"domain_scores_gemma":[0.9869725,0.004336514,0.002525124,0.000510355,0.00338971,0.002265763],"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":[0.0001746888,0.0001647782,0.09886919,0.005316613,0.00005998323,0.0006380857,0.01044123,0.0009392679,0.001522164,0.006682694,0.1166413,0.75855],"study_design_scores_gemma":[0.00001807034,0.0002754861,0.2267532,0.005166374,0.0000559121,0.0007220179,0.0237063,0.0007833962,0.0007841344,0.002833524,0.7388358,0.00006588194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4095034,0.1098046,0.006312665,0.3310117,0.007850202,0.0004424694,0.0274976,0.0009582941,0.1066191],"genre_scores_gemma":[0.7898455,0.1244022,0.009351137,0.03900085,0.003692015,0.000374478,0.01823074,0.0004039656,0.01469922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051914,"threshold_uncertainty_score":0.03519005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108778188972483,"score_gpt":0.3391686572887124,"score_spread":0.3080808753989876,"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."}}