{"id":"W4411174862","doi":"10.3390/vaccines13060627","title":"Predicting the Epidemiological Effects in the United Kingdom of Moving from PCV13 to PCV15 in the Routine Pediatric 1 + 1 Vaccination Schedule","year":2025,"lang":"en","type":"review","venue":"Vaccines","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"","keywords":"Epidemiology; Vaccination; Schedule; Medicine; Pediatrics; Vaccination schedule; Virology; Computer science; Immunology; Immunization; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00264778,0.0003813035,0.001336722,0.0008303203,0.0001694093,0.0000301845,0.0006146846,0.0003514228,0.00002013093],"category_scores_gemma":[0.008926456,0.0001502588,0.0003578363,0.003816253,0.000013393,0.00004633594,0.0001455597,0.001127528,0.00001297197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009126496,"about_ca_system_score_gemma":0.0002060676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005456509,"about_ca_topic_score_gemma":0.0001602631,"domain_scores_codex":[0.9957699,0.002196803,0.001036818,0.0003968944,0.0002733459,0.0003262343],"domain_scores_gemma":[0.9871992,0.01155024,0.0004271207,0.0006801696,0.00009836819,0.00004486277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001031718,0.001234728,0.7506117,0.03556795,0.0004247851,0.0001576848,0.002626243,0.0006887902,0.00006755243,0.002361217,0.0026365,0.2035197],"study_design_scores_gemma":[0.001738046,0.0005225536,0.732545,0.01828337,0.003401819,0.00008581551,0.0005445741,0.000453959,0.000006100491,0.0003051536,0.2416381,0.0004755887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2546012,0.7361052,0.00008980349,0.003755549,0.0005845143,0.004380011,0.00003434146,0.00007164277,0.0003777051],"genre_scores_gemma":[0.1602058,0.8337759,0.00007063021,0.002785678,0.001778528,0.001129663,0.000166763,0.00004399002,0.00004298285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2390016,"threshold_uncertainty_score":0.9994218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07323643682179723,"score_gpt":0.3795170489186188,"score_spread":0.3062806120968216,"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."}}