{"id":"W3140047415","doi":"10.3390/microorganisms9040742","title":"Global Landscape Review of Serotype-Specific Invasive Pneumococcal Disease Surveillance among Countries Using PCV10/13: The Pneumococcal Serotype Replacement and Distribution Estimation (PSERENADE) Project","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; University Health Network; Alberta Health Services; Université Laval","funders":"National Center for Advancing Translational Sciences; Pan American Health Organization; European Centre for Disease Prevention and Control; Bill and Melinda Gates Foundation; Johns Hopkins University; World Health Organization","keywords":"Pneumococcal disease; Serotype; Estimation; Schedule; Medicine; Disease surveillance; Environmental health; Geography; Disease; Biology; Streptococcus pneumoniae; Virology; Computer science; Internal medicine","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":[0.02161689,0.001248834,0.003000977,0.01727304,0.0004406764,0.002987258,0.002340122,0.00104387,0.003274842],"category_scores_gemma":[0.06168637,0.001132887,0.004735196,0.02220908,0.0008291787,0.002750642,0.002434086,0.00155114,0.0006390699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005453,"about_ca_system_score_gemma":0.01808635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03307887,"about_ca_topic_score_gemma":0.04672803,"domain_scores_codex":[0.984113,0.007225243,0.004226324,0.001220335,0.002786334,0.0004287693],"domain_scores_gemma":[0.9363748,0.0271339,0.01166227,0.002099212,0.02155977,0.001170088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002603688,0.00004555006,0.01268119,0.2140348,0.006026133,0.0001253752,0.0006521877,0.002086503,0.0003750326,0.004843478,0.08987118,0.6689982],"study_design_scores_gemma":[0.000131428,0.0004235668,0.05659157,0.4423067,0.01163593,0.0005976232,0.0008732554,0.001156443,0.0005668891,0.002098861,0.4834684,0.0001493155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002170376,0.979594,0.001451979,0.007132504,0.0006659065,0.0002340952,0.006309753,0.00006954918,0.00237181],"genre_scores_gemma":[0.01888091,0.9700518,0.003112906,0.002184463,0.0003050251,0.0002973094,0.004858908,0.00004926692,0.0002595485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03307887,"threshold_uncertainty_score":0.1143224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539149708003482,"score_gpt":0.2763743936251942,"score_spread":0.2609828965451594,"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."}}