{"id":"W4404551513","doi":"10.3389/fpubh.2024.1406861","title":"A global survey to understand general vaccine trust, COVID-19 and influenza vaccine confidence","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Influenza vaccine; 2019-20 coronavirus outbreak; Virology; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Vaccination; Family medicine; Outbreak; Infectious disease (medical specialty); Disease","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":[0.002577707,0.0001751413,0.0002454802,0.0006320038,0.0003935908,0.0006165031,0.0001829117,0.000536348,0.002674328],"category_scores_gemma":[0.007850045,0.000222101,0.0004631439,0.0008772864,0.0003521885,0.001157662,0.0008670928,0.0008868125,0.0004266648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006680024,"about_ca_system_score_gemma":0.0007676196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0126602,"about_ca_topic_score_gemma":0.01049086,"domain_scores_codex":[0.9990435,0.0003696879,0.0001366518,0.00005969646,0.0001714319,0.0002191258],"domain_scores_gemma":[0.9946098,0.001152566,0.002308659,0.0001728156,0.0009860962,0.0007700976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000377321,0.00009116554,0.9863724,0.0001074022,0.00003177847,0.00006231303,0.004481298,0.00006178526,0.0001155284,0.00008848911,0.002063181,0.006486903],"study_design_scores_gemma":[0.000009307285,0.0001978073,0.9854254,0.00008244268,0.00001037371,0.0001364231,0.01049421,0.0001884894,0.00005960603,0.00005747474,0.00332929,0.000009167596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935044,0.000250026,0.0001076223,0.00089354,0.00001564587,0.0000805719,0.00230642,0.000006357993,0.002835281],"genre_scores_gemma":[0.9971943,0.0003649463,0.000319608,0.0004775001,0.00001191892,0.0000952687,0.001055011,0.000002983302,0.0004785114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0126602,"threshold_uncertainty_score":0.02517301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08628317400809565,"score_gpt":0.3940416176021624,"score_spread":0.3077584435940667,"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."}}