{"id":"W4413139608","doi":"10.1007/s40121-025-01209-z","title":"A Cost-Effectiveness Analysis of the Switch to 20-Valent Pneumococcal Conjugate Vaccine from Lower-Valent Pneumococcal Conjugate Vaccines in the French Pediatric Population","year":2025,"lang":"en","type":"article","venue":"Infectious Diseases and Therapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada)","funders":"Pfizer","keywords":"Medicine; Pneumococcal conjugate vaccine; Pediatrics; Pneumonia; Population; Otitis; Vaccination; Cost effectiveness; Internal medicine; Streptococcus pneumoniae; Environmental health; Surgery; Immunology","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":[0.0003034465,0.00033189,0.0007299315,0.0006238524,0.0002868219,0.00006255368,0.0001808729,0.0001341907,0.0000548204],"category_scores_gemma":[0.0001120422,0.0001952844,0.0004668084,0.002403317,0.00004536342,0.00008646802,0.00007377837,0.0002845778,0.000004264427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150841,"about_ca_system_score_gemma":0.0001229423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786262,"about_ca_topic_score_gemma":0.0009796197,"domain_scores_codex":[0.9978562,0.0004692796,0.0005698397,0.0004924565,0.0002966362,0.0003155805],"domain_scores_gemma":[0.9983289,0.0005508627,0.000188013,0.0005949562,0.0001811117,0.0001562064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003162879,0.001028265,0.986123,0.00007332056,0.0008207429,0.00001179231,0.000186773,0.001672659,0.006530322,0.00006753743,0.00004891533,0.003120409],"study_design_scores_gemma":[0.003097102,0.0004646632,0.9918494,0.00009379481,0.002035827,0.0000067096,0.00004470135,0.0004457608,0.000209012,0.0005305537,0.001026343,0.0001961881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939125,0.001379234,0.0001251928,0.001278577,0.0006037629,0.002335505,0.0001736124,0.00006769105,0.0001239366],"genre_scores_gemma":[0.9969848,0.001066394,9.407807e-7,0.001203583,0.000190157,0.0004594686,0.00004828656,0.00002020364,0.00002621166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00632131,"threshold_uncertainty_score":0.7963467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595630701499302,"score_gpt":0.3085927017758631,"score_spread":0.2926363947608701,"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."}}