{"id":"W4323036473","doi":"10.1007/s40121-023-00780-7","title":"Reanalysis of the Clinical and Economic Burden of Pneumococcal Disease Due to Serotypes Contained in Current and Investigational Pneumococcal Conjugate Vaccines in Children < 5 Age: A Societal Perspective","year":2023,"lang":"en","type":"article","venue":"Infectious Diseases and Therapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Medicine; Pneumococcal disease; Pneumococcal conjugate vaccine; Disease burden; Economic cost; Indirect costs; Economic impact analysis; Environmental health; Burden of disease; Serotype; Disease; Pediatrics; Demography; Streptococcus pneumoniae; Virology; Population; Internal medicine; Business; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002292367,0.001064478,0.0009446893,0.005047671,0.000248865,0.00196361,0.0006694433,0.0003864788,0.003550312],"category_scores_gemma":[0.006747434,0.0004206881,0.003957972,0.006097785,0.0002248375,0.0008614089,0.000792797,0.0006978422,0.0009089001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002408891,"about_ca_system_score_gemma":0.002831011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05405346,"about_ca_topic_score_gemma":0.03913002,"domain_scores_codex":[0.9984624,0.0007112768,0.0001825776,0.0001600003,0.0003690055,0.000114778],"domain_scores_gemma":[0.9974326,0.0007132589,0.0004713658,0.0002777956,0.001032836,0.0000721885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001036123,0.0001671398,0.525218,0.002654203,0.01444001,0.001263862,0.0007870012,0.2347734,0.002484977,0.009201486,0.03021197,0.1777617],"study_design_scores_gemma":[0.0002025283,0.0005688389,0.6811999,0.00128455,0.004172962,0.001239567,0.001871721,0.2255223,0.003663002,0.007407037,0.07261626,0.0002513292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7923268,0.0110336,0.04703423,0.003235408,0.0005949946,0.0006997532,0.1288121,0.0009799729,0.01528314],"genre_scores_gemma":[0.9116768,0.004712719,0.04113337,0.0002846737,0.0001497059,0.000530952,0.03834258,0.0002600005,0.002909234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05405346,"threshold_uncertainty_score":0.1074777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820074081614344,"score_gpt":0.323275831663058,"score_spread":0.3050750908469146,"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."}}