{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006586012,0.001661777,0.001827272,0.001483994,0.000290919,0.001735332,0.001083037,0.001470057,0.003558089],"category_scores_gemma":[0.01000072,0.0004063681,0.005915445,0.001059489,0.0003974237,0.0007112811,0.0007376939,0.000930657,0.0001642102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01205638,"about_ca_system_score_gemma":0.004078638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.072625,"about_ca_topic_score_gemma":0.02882111,"domain_scores_codex":[0.9955099,0.003363279,0.00009465597,0.0003163011,0.0002422271,0.0004736655],"domain_scores_gemma":[0.994672,0.004063489,0.0005225802,0.0001095584,0.0003441428,0.0002883541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.03687397,0.00250793,0.08941118,0.002877572,0.021855,0.0009759421,0.0001988187,0.7698749,0.001732036,0.005493364,0.003746263,0.06445307],"study_design_scores_gemma":[0.01326805,0.04184703,0.2506313,0.001428207,0.03154406,0.001302023,0.001031974,0.6431957,0.001797691,0.003844995,0.009792211,0.0003168717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731395,0.01651228,0.002673567,0.001373463,0.00009625946,0.0003722678,0.002528602,0.00004559877,0.00325856],"genre_scores_gemma":[0.9957517,0.00149071,0.001121106,0.0001848624,0.00003495697,0.0001615717,0.0008900677,0.000005389942,0.0003597077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.072625,"threshold_uncertainty_score":0.1444045,"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."}}