{"id":"W4304190138","doi":"10.3390/vaccines10101652","title":"Cross-National Vaccine Concerns and Predictors of Vaccine Hesitancy in Not-Fully Vaccinated Individuals: Findings from USA, Canada, Sweden, and Italy","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Harvard T.H. Chan School of Public Health","keywords":"Vaccination; Coronavirus disease 2019 (COVID-19); Thematic analysis; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Political science; Family medicine; Virology; Qualitative research; Infectious disease (medical specialty); Disease; Sociology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000866628,0.0002990916,0.0005711536,0.0003316799,0.0007439576,0.0001100495,0.0004609369,0.0001238404,0.00273507],"category_scores_gemma":[0.000588904,0.0003142546,0.00005933353,0.0008309897,0.00001234869,0.0005501804,0.0003485326,0.0003319762,0.000002808295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679849,"about_ca_system_score_gemma":0.0009267242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4148201,"about_ca_topic_score_gemma":0.7259207,"domain_scores_codex":[0.9969805,0.0002300991,0.0007518348,0.0006101215,0.0009092588,0.0005181938],"domain_scores_gemma":[0.9983802,0.0006095747,0.0002944637,0.00021799,0.0002913152,0.0002064725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001501614,0.00007021354,0.9843706,0.00002478034,0.000073027,0.00002875169,0.002824712,0.00007158306,0.0002499699,0.0009482451,0.01089719,0.0002907275],"study_design_scores_gemma":[0.002574703,0.0001140126,0.9861538,0.00003226993,0.00004458604,0.000005283428,0.001518558,0.00005947217,0.0003196534,0.0007099545,0.00814071,0.0003269428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992808,0.002182314,0.000003289509,0.002825954,0.00043207,0.000423194,0.0005563458,0.00003922988,0.0007296386],"genre_scores_gemma":[0.997485,0.000341759,0.00005821354,0.0004097487,0.0003443022,0.00005392948,0.00007784307,0.00003016469,0.001199043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3111006,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208590997396966,"score_gpt":0.2918570052242657,"score_spread":0.2709979054845691,"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."}}