{"id":"W7075651769","doi":"","title":"Estimating the Global and Regional Burden of Streptococcus pneumoniae Meningitis in Children:Protocol for a Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"article","venue":"TeesRep (Teesside University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Streptococcus pneumoniae; Meningitis; Bacterial meningitis; Streptococcaceae; Epidemiology","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":[0.0003444559,0.0001502723,0.000928556,0.0001789785,0.00006706273,0.00002837994,0.0001114264,0.00005260427,0.00002483929],"category_scores_gemma":[0.0003228801,0.00009746488,0.0002969107,0.0007680604,0.0001006796,0.00008971761,0.00009915213,0.000106925,7.397158e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005335325,"about_ca_system_score_gemma":0.0000603135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003289476,"about_ca_topic_score_gemma":0.00004278032,"domain_scores_codex":[0.9990055,0.00009293066,0.0002988355,0.0002873554,0.0001703955,0.0001449685],"domain_scores_gemma":[0.9990383,0.0004231675,0.0001444069,0.0002511011,0.00006529686,0.00007769994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003013159,0.0003340399,0.09573769,0.6197219,0.2296686,0.0009604097,0.001807294,0.002760388,0.00007495933,0.04564355,0.001948042,0.001041777],"study_design_scores_gemma":[0.002847467,0.0005143393,0.01534513,0.03621628,0.9065019,0.0004019081,0.0006251028,0.03534903,0.00003160387,0.001231533,0.0003307828,0.0006049318],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.1103662,0.06965099,0.01957982,0.0227621,0.00006828102,0.7649071,0.001706303,0.000941113,0.01001807],"genre_scores_gemma":[0.975301,0.0001243066,0.008291979,0.0004266213,0.00007380194,0.01406567,0.00007316593,0.00003983888,0.001603585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8649349,"threshold_uncertainty_score":0.3974502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03398563132385556,"score_gpt":0.3118985478579518,"score_spread":0.2779129165340962,"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."}}