{"id":"W4404364900","doi":"10.1101/2024.11.13.24317259","title":"Trends in childhood vaccination coverage in the European Union, 1980–2024: between long-term increases and recent decreases","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"European union; Vaccination; Political science; Virology; Medicine; International trade; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001911858,0.0001816045,0.0001741605,0.00111868,0.00009109493,0.0008668986,0.0002527977,0.000384672,0.002485501],"category_scores_gemma":[0.004014261,0.0001038654,0.0004197505,0.00194189,0.0002242066,0.0006604902,0.0004717188,0.0004020255,0.0003785226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007225213,"about_ca_system_score_gemma":0.0003050652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009867563,"about_ca_topic_score_gemma":0.003921384,"domain_scores_codex":[0.9994672,0.0001672294,0.0000575394,0.0001276854,0.00007749119,0.0001028877],"domain_scores_gemma":[0.9979074,0.000767939,0.0008914596,0.00009598527,0.0002374503,0.00009982326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002060404,0.00002819852,0.9798067,0.00004902493,0.0001752512,0.0001059822,0.0001313157,0.004344564,0.0001137968,0.0009877902,0.001956462,0.01209488],"study_design_scores_gemma":[0.000007041381,0.00006962875,0.9917169,0.00004054203,0.00004717526,0.0001097854,0.000291653,0.003815279,0.0001708673,0.0003063905,0.00341846,0.000006173641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861899,0.001815318,0.0006644853,0.0007716392,0.00002469397,0.000006671337,0.007169513,0.00003383864,0.003324003],"genre_scores_gemma":[0.9936452,0.00032463,0.0002358202,0.00005373928,0.00002328816,0.000006209943,0.005013234,0.000007001404,0.0006908659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009867563,"threshold_uncertainty_score":0.01962024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04033217439346327,"score_gpt":0.2762612999625734,"score_spread":0.2359291255691101,"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."}}