{"id":"W3194870152","doi":"10.46542/pe.2021.211.407419","title":"Training university students as vaccination champions to promote vaccination in their multiple identities and help address vaccine hesitancy","year":2021,"lang":"en","type":"article","venue":"Pharmacy Education","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Laidlaw Foundation","keywords":"Vaccination; Pharmacy; Pandemic; Medical education; Family medicine; Curriculum; Medicine; Coronavirus disease 2019 (COVID-19); Psychology; Pedagogy; Immunology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002607693,0.0003603404,0.0002553799,0.000335144,0.001940363,0.001951162,0.0009089083,0.001199781,0.01717164],"category_scores_gemma":[0.005222974,0.0002715038,0.0004183915,0.0001859374,0.0005559233,0.001077034,0.002924559,0.001851532,0.002821482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006320306,"about_ca_system_score_gemma":0.003660923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008527039,"about_ca_topic_score_gemma":0.002224054,"domain_scores_codex":[0.998499,0.0005528641,0.00004683478,0.00011797,0.0002473013,0.0005359766],"domain_scores_gemma":[0.9926147,0.0006286249,0.0009324693,0.000196908,0.0006529793,0.004974315],"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":[0.0007299475,0.02768425,0.4087284,0.00191055,0.0001147284,0.001204372,0.03924482,0.0003909414,0.01414547,0.001532432,0.03738517,0.466929],"study_design_scores_gemma":[0.0004473121,0.0173579,0.679941,0.001826427,0.0002251976,0.002064259,0.09072547,0.001562694,0.01564632,0.002580608,0.187442,0.0001807127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808345,0.0005894279,0.0008007417,0.005031574,0.0002710514,0.0004764296,0.00005129521,0.0001213574,0.01182367],"genre_scores_gemma":[0.9803233,0.0008291174,0.003562767,0.002572294,0.0001283817,0.000324751,0.00009677384,0.00001734987,0.01214512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01717164,"threshold_uncertainty_score":0.05744487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05132204659481541,"score_gpt":0.3852676484631006,"score_spread":0.3339456018682852,"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."}}