{"id":"W4404091901","doi":"10.1093/qjmed/hcae214","title":"Addressing vaccine hesitancy and misinformation amidst Japan’s self-amplifying mRNA COVID-19 vaccine rollout","year":2024,"lang":"en","type":"article","venue":"QJM","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Misinformation; Vaccination; Social media; Diphtheria; Political science; Medicine; Public health; Public relations; Family medicine; Virology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007461316,0.0001979268,0.0002545458,0.0002128654,0.0009800569,0.0006254688,0.0001997838,0.0001501004,0.0005921539],"category_scores_gemma":[0.0003086465,0.0001858317,0.00008474685,0.0005077101,0.000007131147,0.001173604,0.00006178582,0.0002218092,0.0001687416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003993497,"about_ca_system_score_gemma":0.0003821547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006982729,"about_ca_topic_score_gemma":0.001220452,"domain_scores_codex":[0.9983776,0.00009199732,0.0003829661,0.0003324149,0.0003681765,0.0004468928],"domain_scores_gemma":[0.9990298,0.0002536906,0.00009399735,0.0002101428,0.000077849,0.0003345591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002439481,0.0002547143,0.2239088,0.003033121,0.0004394041,0.0003599377,0.2838171,0.0001363241,0.001999204,0.07011552,0.270568,0.1451239],"study_design_scores_gemma":[0.002245693,0.0001534084,0.06005985,0.0005940526,0.0002604999,0.0000628657,0.01110556,0.002594789,0.0002196043,0.008553085,0.9131596,0.0009909582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011368,0.02374177,0.003135456,0.02758102,0.001489859,0.0009600393,0.00002689884,0.002148451,0.0397797],"genre_scores_gemma":[0.99432,0.001034564,0.0005632245,0.00140406,0.000799106,0.00001650799,0.00001789661,0.00002582467,0.001818788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6425917,"threshold_uncertainty_score":0.7577996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05280895969651445,"score_gpt":0.3529873703399748,"score_spread":0.3001784106434604,"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."}}