{"id":"W2074340820","doi":"10.1016/j.vaccine.2003.10.027","title":"The societal value of universal childhood vaccination","year":2003,"lang":"en","type":"review","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Merck Canada Inc. (Canada)","funders":"U.S. National Library of Medicine; Merck Canada","keywords":"Vaccination; Immunization; Medicine; Psychological intervention; Routine immunization; Advisory committee; Health care; Environmental health; Vaccination schedule; Cost effectiveness; Economic growth; Measles; Political science; Immunology; Risk analysis (engineering); Public administration; Economics; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001926202,0.0006101706,0.00120542,0.002371896,0.0002709562,0.00115381,0.0004438975,0.001648244,0.002714345],"category_scores_gemma":[0.007411,0.0001771822,0.0005195158,0.003024089,0.0009473473,0.001121908,0.0007447578,0.001119844,0.0001735491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002231248,"about_ca_system_score_gemma":0.002911574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005625406,"about_ca_topic_score_gemma":0.01392246,"domain_scores_codex":[0.9991031,0.0004704484,0.00007935456,0.00005567021,0.0002423297,0.0000491615],"domain_scores_gemma":[0.997015,0.002257419,0.0003298957,0.00003483913,0.0003014306,0.00006143285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001922106,0.00004318833,0.00239656,0.03667766,0.0008113649,0.0003556661,0.000272136,0.0007074067,0.0001949167,0.02282577,0.02842576,0.9070974],"study_design_scores_gemma":[0.0001358886,0.0002106665,0.01931983,0.0854976,0.001988043,0.002348402,0.001306965,0.0003616663,0.0004716687,0.02736069,0.860952,0.00004660802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003645312,0.996451,0.00003328283,0.001709489,0.000182029,0.000002225848,0.00001562611,7.711122e-7,0.001240912],"genre_scores_gemma":[0.005831099,0.9932348,0.00005688022,0.000427134,0.0002614315,0.000004376855,0.000009834476,3.819595e-7,0.0001739678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005625406,"threshold_uncertainty_score":0.01618898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244370360068104,"score_gpt":0.3220805526782768,"score_spread":0.2996368490775958,"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."}}