{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00544161,0.0001296785,0.000390551,0.0007253063,0.0004529214,0.002031097,0.0005203412,0.001287762,0.00343429],"category_scores_gemma":[0.01929363,0.0003003454,0.0005459025,0.0008257252,0.001018846,0.002212163,0.0008662281,0.001398464,0.000740706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285875,"about_ca_system_score_gemma":0.001250836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02306478,"about_ca_topic_score_gemma":0.01480145,"domain_scores_codex":[0.9983393,0.0008601433,0.00007783782,0.0001775599,0.0001754879,0.0003695925],"domain_scores_gemma":[0.9941134,0.001699394,0.002333463,0.0002995896,0.000678958,0.0008753036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001435637,0.0001720295,0.9429201,0.000117382,0.0001206738,0.0001763681,0.00575518,0.0003305995,0.0003249764,0.001251072,0.002238123,0.04644994],"study_design_scores_gemma":[0.000003243815,0.00008264098,0.992607,0.00009611688,0.00002160215,0.0001090613,0.003186693,0.000508748,0.00005599202,0.001035783,0.002278173,0.00001504096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976895,0.002764887,0.0004460919,0.0131694,0.00007149514,0.000026228,0.0002921911,0.00001072484,0.006323976],"genre_scores_gemma":[0.9973034,0.0008808193,0.0001158941,0.0008610875,0.00004575262,0.0000131532,0.00008628939,0.000004613167,0.0006889643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02306478,"threshold_uncertainty_score":0.04586107,"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."}}