{"id":"W3150530058","doi":"10.3390/microorganisms9040738","title":"Serotype Distribution of Remaining Pneumococcal Meningitis in the Mature PCV10/13 Period: Findings from the PSERENADE Project","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto; University Health Network; 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":"Serotype; Meningitis; Medicine; Streptococcus pneumoniae; Pediatrics; Incidence (geometry); Pneumococcal conjugate vaccine; Virology; Biology; Microbiology; Antibiotics; 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":[0.003526716,0.0004081143,0.0004853453,0.001594777,0.0003682793,0.001114521,0.0008118864,0.000591641,0.001477853],"category_scores_gemma":[0.007665683,0.0004215502,0.001061465,0.002767689,0.0004254277,0.001054006,0.002441775,0.000973643,0.0006548754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023181,"about_ca_system_score_gemma":0.001742696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.107246,"about_ca_topic_score_gemma":0.04807824,"domain_scores_codex":[0.9980716,0.0006500189,0.0001730377,0.0003477975,0.0003831328,0.0003745119],"domain_scores_gemma":[0.9950295,0.0007871818,0.001820953,0.0003281898,0.001452689,0.0005814428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003009952,0.00005879718,0.9871839,0.0001018705,0.0001207112,0.0001142969,0.0007733703,0.0004421947,0.00008448831,0.0001549912,0.00339579,0.007268621],"study_design_scores_gemma":[0.000007676142,0.00007382654,0.9974178,0.00005894217,0.00002333872,0.0001220257,0.0006844937,0.000277126,0.00004225531,0.0000330317,0.001251803,0.000007711633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970529,0.0007699115,0.0003984805,0.0006100803,0.00002584075,0.00004613699,0.02512799,0.00002572739,0.002466895],"genre_scores_gemma":[0.9826779,0.001043168,0.0003750708,0.000279294,0.00002758605,0.00008759024,0.01428523,0.00003280718,0.001191502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107246,"threshold_uncertainty_score":0.2132435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162009289630953,"score_gpt":0.2638156065727476,"score_spread":0.2476146776096523,"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."}}