{"id":"W4210356015","doi":"10.15353/juhr.v1i1.january.4664","title":"Vaccine Hesitancy: A Self-Inflicted Wound","year":2022,"lang":"en","type":"article","venue":"University of Waterloo Journal of Undergraduate Health Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Health literacy; Coronavirus disease 2019 (COVID-19); Vaccination; Medicine; Incidence (geometry); Literacy; Environmental health; Family medicine; Immunology; Political science; Health care; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006714481,0.0002085883,0.0002210449,0.000472712,0.003256024,0.001349975,0.0004364582,0.001409643,0.003475135],"category_scores_gemma":[0.005125115,0.0001888639,0.0003784971,0.000615178,0.00181612,0.001072105,0.0009109027,0.002578715,0.0004931876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002529294,"about_ca_system_score_gemma":0.003618491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05456196,"about_ca_topic_score_gemma":0.06177843,"domain_scores_codex":[0.9993187,0.00009858712,0.00004814072,0.00003804629,0.0002710397,0.0002255173],"domain_scores_gemma":[0.9984757,0.0003068145,0.0005457911,0.0001576898,0.0002837299,0.0002302771],"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":[0.0005384306,0.000711268,0.2878115,0.001184286,0.0001946744,0.173884,0.04115407,0.0004918534,0.009880045,0.02070603,0.1312346,0.3322093],"study_design_scores_gemma":[0.0000876534,0.001478824,0.2591788,0.00222351,0.0002037287,0.404008,0.07568207,0.002463687,0.008343002,0.006819999,0.2393332,0.00017743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8685079,0.007579479,0.002212029,0.03491344,0.001553071,0.0003851169,0.000256442,0.00021962,0.08437288],"genre_scores_gemma":[0.9797367,0.002755136,0.0005367845,0.00691265,0.0001409054,0.00002350332,0.00005542178,0.0000182526,0.009820583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05456196,"threshold_uncertainty_score":0.1084888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07861631377024562,"score_gpt":0.3567800851096999,"score_spread":0.2781637713394542,"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."}}