{"id":"W4385840336","doi":"10.3390/vaccines11081369","title":"Estimating the Clinical and Economic Impact of Switching from the 13-Valent Pneumococcal Conjugate Vaccine (PCV13) to Higher-Valent Options in Greek Infants","year":2023,"lang":"en","type":"article","venue":"Vaccines","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada)","funders":"Pfizer","keywords":"Pneumococcal conjugate vaccine; Medicine; Vaccination; Otitis; Serotype; Pneumococcal disease; Conjugate vaccine; Pneumonia; Pneumococcal pneumonia; Pediatrics; Disease; Intensive care medicine; Streptococcus pneumoniae; Internal medicine; Immunology; Immunization; Surgery; Antibiotics","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":[0.0007785776,0.0001932982,0.0004399586,0.0001509862,0.0001888529,0.00003295598,0.0001632962,0.00008808718,0.00007362285],"category_scores_gemma":[0.0004146115,0.0001022363,0.0001919373,0.0003285692,0.00002958442,0.00008503979,0.0001662574,0.0003533956,0.00009172077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007203325,"about_ca_system_score_gemma":0.0001869107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584596,"about_ca_topic_score_gemma":0.001069929,"domain_scores_codex":[0.9984007,0.000146917,0.0007307684,0.0003105616,0.000109943,0.0003010538],"domain_scores_gemma":[0.9983079,0.0008376269,0.0001595119,0.0004487077,0.00004658739,0.0001997078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037616,0.00006003935,0.9783398,0.00001957225,0.0001438551,0.00002289929,0.0003974458,0.006787851,0.01006891,0.00002207987,0.001428537,0.002605235],"study_design_scores_gemma":[0.001406294,0.0002920942,0.9880961,0.0001744451,0.0001008469,0.00004039435,0.00008508564,0.00879468,0.00005307123,0.0002089372,0.0006368686,0.0001112522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883531,0.0001095683,0.0000162454,0.0100243,0.0006885101,0.0005923635,0.00004898809,0.00007430533,0.0000926217],"genre_scores_gemma":[0.998561,0.0001601487,0.00005714032,0.0004866919,0.0005946767,0.00005246309,0.00001081067,0.00002443855,0.00005258727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020794,"threshold_uncertainty_score":0.4169075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04430132155219099,"score_gpt":0.3742726428286977,"score_spread":0.3299713212765067,"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."}}