{"id":"W3170681045","doi":"10.2139/ssrn.3745169","title":"Impact and Effectiveness of 13-Valent Pneumococcal Conjugate Vaccine on Population Incidence of Vaccine and Non-Vaccine Serotype Invasive Pneumococcal Disease in Blantyre, Malawi, 2006-2018: Prospective Observational Time-Series and Case-Control Studies","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Wellcome Trust; National Institute for Health and Care Research; Bill and Melinda Gates Foundation","keywords":"Pneumococcal conjugate vaccine; Serotype; Pneumococcal disease; Incidence (geometry); Streptococcus pneumoniae; Medicine; Virology; Observational study; Population; Pneumococcal vaccine; Biology; Microbiology; Environmental health; Internal medicine; Mathematics","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":[0.002164206,0.0005772639,0.0005924665,0.0009169522,0.0003676654,0.0009891711,0.0009383297,0.0009100305,0.0008926279],"category_scores_gemma":[0.007031904,0.000675984,0.00152709,0.001754128,0.0007149418,0.001026076,0.0008064282,0.0009829866,0.0001763166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612518,"about_ca_system_score_gemma":0.001240173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0893149,"about_ca_topic_score_gemma":0.0777196,"domain_scores_codex":[0.9980279,0.0007756161,0.0002368588,0.0003530307,0.0002305168,0.0003760573],"domain_scores_gemma":[0.9946897,0.001047976,0.003042329,0.0003618539,0.0005226613,0.000335455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002246911,0.00004035264,0.9980521,0.00005982595,0.0004634287,0.00004966461,0.0001207445,0.00007932305,0.00009531064,0.0000153655,0.000104294,0.0006948093],"study_design_scores_gemma":[0.000008886802,0.00007719091,0.9994013,0.00001776139,0.000148541,0.00003868535,0.00009332383,0.0001057686,0.00002570229,0.000004325954,0.00007526585,0.000003273746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959895,0.0018204,0.0000663539,0.00009770642,0.00001180303,0.00001017987,0.001823482,0.000003835129,0.0001767503],"genre_scores_gemma":[0.9986596,0.0004499261,0.00003983865,0.00003259506,0.000009846559,0.000009684467,0.0006898012,0.000001768773,0.0001068636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0893149,"threshold_uncertainty_score":0.1775901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409679929449301,"score_gpt":0.2891432865258329,"score_spread":0.2750464872313399,"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."}}