{"id":"W3031540551","doi":"10.1016/j.vaccine.2020.05.038","title":"Advanced vaccinology education: Landscaping its growth and global footprint","year":2020,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Wellcome Trust; Bill and Melinda Gates Foundation","keywords":"Reverse vaccinology; Environmental planning; Economic growth; Biotechnology; Geography; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.007190448,0.0002563076,0.0002988196,0.002159901,0.002681786,0.00765633,0.0008193389,0.001173033,0.0115497],"category_scores_gemma":[0.007522512,0.0002270745,0.0002995284,0.002476949,0.003196514,0.006199426,0.00838293,0.002636465,0.00105197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005160668,"about_ca_system_score_gemma":0.01113268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004818033,"about_ca_topic_score_gemma":0.01148142,"domain_scores_codex":[0.9959819,0.001756144,0.0001355849,0.0002933443,0.0008114842,0.001021513],"domain_scores_gemma":[0.9931754,0.002098051,0.0005799118,0.0003674675,0.001225948,0.002553175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002332576,0.0004056459,0.07099412,0.001894788,0.00005497055,0.0006381638,0.03214634,0.000842492,0.00227252,0.1433995,0.0640455,0.6830727],"study_design_scores_gemma":[0.00004614955,0.0003881077,0.1145415,0.001972404,0.00001792231,0.0004187633,0.06788736,0.0006109396,0.000645724,0.02494842,0.7884729,0.00004984306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4247802,0.02537802,0.007278523,0.3979203,0.001965931,0.0002772086,0.0007747873,0.0002404474,0.1413847],"genre_scores_gemma":[0.953275,0.009490944,0.006424887,0.01801507,0.0003924292,0.0001654559,0.0002934647,0.0001271384,0.01181564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9978401,"threshold_uncertainty_score":0.03863764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952457435855316,"score_gpt":0.2951377217499834,"score_spread":0.2756131473914302,"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."}}