{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004003072,0.000125214,0.0001550836,0.0002708378,0.0004716588,0.0001502061,0.0001983067,0.0000429322,0.0005490598],"category_scores_gemma":[0.0003700683,0.0001518383,0.0000371389,0.0006986914,0.000002462684,0.0009918724,0.00007212732,0.0001233076,0.00002657406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003483098,"about_ca_system_score_gemma":0.000605676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043216,"about_ca_topic_score_gemma":0.008187835,"domain_scores_codex":[0.9987082,0.0002356013,0.0002020678,0.0003247816,0.0002722921,0.0002570095],"domain_scores_gemma":[0.999207,0.0001041886,0.00009181962,0.0001266459,0.0003209524,0.0001494623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009512022,0.0008837043,0.5860415,0.0000838947,0.00004528342,0.00002152589,0.1851445,0.00002173379,0.002991685,0.004077382,0.002707205,0.2178865],"study_design_scores_gemma":[0.00186057,0.00003306365,0.8694265,0.0001168748,0.00004095575,0.000007483206,0.08112907,0.00008310154,0.004028444,0.002829788,0.04011462,0.0003294878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892901,0.0005964371,0.0001139237,0.004668816,0.0005685295,0.0005786145,0.000008047511,0.00005674317,0.004118837],"genre_scores_gemma":[0.9943492,0.0009128324,0.0001460702,0.000272459,0.0002867754,0.00002468161,0.00004402943,0.00001260431,0.003951387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.283385,"threshold_uncertainty_score":0.6191786,"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."}}