{"id":"W3124695317","doi":"10.3390/ijerph18020797","title":"As the Pandemic Progresses, How Does Willingness to Vaccinate against COVID-19 Evolve?","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart Foundation of Australia","keywords":"Medicine; Vaccination; Pandemic; Logistic regression; Coronavirus disease 2019 (COVID-19); Bachelor degree; Demographics; Demography; Quarter (Canadian coin); Promotion (chess); Environmental health; Family medicine; Disease; Internal medicine; Immunology; Geography; Nursing; Infectious disease (medical specialty); Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004256983,0.00007983233,0.0001427648,0.0001528016,0.0007291284,0.0005362797,0.000587409,0.00004951109,0.0006471917],"category_scores_gemma":[0.002081261,0.00005159316,0.00005794859,0.0001917622,0.00009186458,0.0004699007,0.0002000169,0.0004283878,0.00001900858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009306809,"about_ca_system_score_gemma":0.002627953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002669457,"about_ca_topic_score_gemma":0.001107644,"domain_scores_codex":[0.9967541,0.0006972796,0.0002754938,0.0001829298,0.001616641,0.0004735223],"domain_scores_gemma":[0.9979247,0.0005261307,0.0001579556,0.0001150848,0.0002492591,0.001026806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001871017,0.0008560901,0.6299618,0.00003853422,0.0002132354,0.0005956774,0.01924809,0.00001227566,0.0005050689,0.008328957,0.01688803,0.3231651],"study_design_scores_gemma":[0.0005552357,0.0002535799,0.07092474,0.00003824864,0.000001669365,0.00008077317,0.0184174,0.000005194064,0.00003268646,0.004663848,0.9049421,0.0000845465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6163704,0.002490324,0.0001651241,0.3799613,0.000288123,0.0001629892,0.00002253135,0.000005764631,0.0005333618],"genre_scores_gemma":[0.9697996,0.02171037,0.00009626216,0.006322138,0.000688839,0.000007867273,0.000008061626,0.000007921178,0.001358991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8880541,"threshold_uncertainty_score":0.7086295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09204485537057806,"score_gpt":0.4353040626782091,"score_spread":0.3432592073076311,"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."}}