{"id":"W4407206035","doi":"10.1007/s40121-025-01109-2","title":"Economic Evaluation of Transitioning to the 20-Valent Pneumococcal Conjugate Vaccine in the Dutch Paediatric National Immunisation Programme","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); TransCanada (Canada)","funders":"Pfizer","keywords":"Medicine; Pneumococcal conjugate vaccine; Pediatrics; Pneumococcal disease; Family medicine; Vaccination; Pneumococcal infections; Streptococcus pneumoniae; Immunology; Intensive care medicine; Microbiology","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":[0.0006899905,0.00009627017,0.0001393974,0.0001879927,0.0001894969,0.00003458982,0.00005129223,0.00004051817,0.00003255891],"category_scores_gemma":[0.00005296206,0.00005806018,0.00008702771,0.0002927871,0.00003274854,0.00005700807,0.000008574018,0.0001021897,0.000004240582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127399,"about_ca_system_score_gemma":0.0002843866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008066445,"about_ca_topic_score_gemma":0.0001337379,"domain_scores_codex":[0.9990778,0.0002134449,0.0002413152,0.0001401174,0.0002072294,0.0001201241],"domain_scores_gemma":[0.9994591,0.000145325,0.00006071063,0.0001375978,0.0001586654,0.00003859068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003338608,0.001251007,0.8445209,0.0000837214,0.0003324048,0.000002196247,0.001855597,0.01267539,0.006906304,0.00303214,0.0003777498,0.1286287],"study_design_scores_gemma":[0.003014077,0.000331748,0.9860968,0.00003784498,0.0001676633,0.00001618927,0.0002225706,0.002412902,0.00007878741,0.002365467,0.005184076,0.00007185032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894187,0.001300864,0.00005877267,0.006994116,0.0001746435,0.00124612,0.00002032923,0.00002433181,0.0007621325],"genre_scores_gemma":[0.9975904,0.0005299467,0.000001338094,0.001337895,0.0001266626,0.0003751437,0.00002384331,0.000006003976,0.000008751547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1415759,"threshold_uncertainty_score":0.2367625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056656768363128,"score_gpt":0.3173868852903041,"score_spread":0.2968203176066728,"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."}}