{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001307367,0.0001428035,0.0002354169,0.0004417924,0.0001905937,0.00006086394,0.00002609192,0.00006259191,0.00001388177],"category_scores_gemma":[0.00001592602,0.0001300548,0.00005478114,0.0003309423,0.00002248192,0.0001255422,0.00001397436,0.00009924389,0.000003603498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775168,"about_ca_system_score_gemma":0.0003524224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000119659,"about_ca_topic_score_gemma":0.0002624908,"domain_scores_codex":[0.9991246,0.00004960688,0.0002855641,0.0002454259,0.00008430095,0.0002104412],"domain_scores_gemma":[0.9994681,0.00003721952,0.00005879961,0.00009564846,0.00008989114,0.0002502747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002407874,0.0008756095,0.9544184,0.0001275583,0.0001208292,0.000003112501,0.0003512007,0.0002616693,0.0005459029,0.00136235,0.0000860558,0.04160653],"study_design_scores_gemma":[0.005199854,0.001585704,0.9826326,0.0000553992,0.000043567,0.00003661021,0.00006821011,0.0007745405,0.00001287619,0.001455938,0.007958911,0.0001758065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885656,0.002602979,0.0002472181,0.007241826,0.0001425737,0.0009101895,0.00003649093,0.00009242454,0.0001607375],"genre_scores_gemma":[0.9890158,0.007431403,0.000005373065,0.003113142,0.0001183935,0.0001716955,0.0001062252,0.00001361984,0.00002430451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04143072,"threshold_uncertainty_score":0.5303479,"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."}}