{"id":"W4407103151","doi":"10.1007/s40121-025-01108-3","title":"Delayed Transition to 20-Valent Pneumococcal Conjugate Vaccine in Pediatric National Immunization Programs: Forgone Public Health and Economic Benefit","year":2025,"lang":"en","type":"article","venue":"Infectious Diseases and Therapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada)","funders":"Pfizer","keywords":"Medicine; Pneumococcal conjugate vaccine; Immunization; Immunization program; Pediatrics; Family medicine; Public health; Streptococcus pneumoniae; Intensive care medicine; Immunology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02232256,0.001006171,0.002083665,0.004396791,0.000227972,0.002990206,0.001122036,0.001063893,0.003043652],"category_scores_gemma":[0.04463505,0.0006787854,0.007120556,0.005048666,0.0005920042,0.002464379,0.001332957,0.001269314,0.0002284755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005727905,"about_ca_system_score_gemma":0.01098424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403757,"about_ca_topic_score_gemma":0.01884458,"domain_scores_codex":[0.9888152,0.007328346,0.001344272,0.0007575506,0.001275765,0.0004788257],"domain_scores_gemma":[0.9608548,0.02993553,0.005948662,0.0006784496,0.002284015,0.0002985964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00286729,0.0002710582,0.08216508,0.2590043,0.03850892,0.0008372412,0.0008006661,0.07425387,0.000997962,0.02139195,0.008308709,0.5105929],"study_design_scores_gemma":[0.00148834,0.004081929,0.20624,0.4371718,0.08797186,0.001741249,0.003468744,0.03358737,0.005144112,0.06381168,0.1549202,0.0003728106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09292988,0.8720037,0.009075915,0.01058109,0.0004783595,0.0003421369,0.007947214,0.00006831659,0.006573477],"genre_scores_gemma":[0.5767362,0.4089856,0.009013333,0.001626165,0.0003554159,0.0004476401,0.002308682,0.00003564096,0.0004913858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02232256,"threshold_uncertainty_score":0.1180544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400512457785482,"score_gpt":0.2856614232004554,"score_spread":0.2716562986226006,"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."}}