{"id":"W3014594632","doi":"10.3390/pathogens9040259","title":"A Systematic Review of Studies Published between 2016 and 2019 on the Effectiveness and Efficacy of Pneumococcal Vaccination on Pneumonia and Invasive Pneumococcal Disease in an Elderly Population","year":2020,"lang":"en","type":"review","venue":"Pathogens","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pneumococcal pneumonia; Pneumococcal disease; Pneumonia; Medicine; Intensive care medicine; Vaccination; Pneumococcal vaccination; Streptococcus pneumoniae; Disease; Pneumococcal infections; Immunology; Microbiology; Internal medicine; Biology; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007583759,0.002195343,0.0109252,0.01220373,0.0008433026,0.002739073,0.001777939,0.001746589,0.006754027],"category_scores_gemma":[0.03513354,0.001190697,0.008305352,0.01416096,0.00091469,0.002495336,0.001969257,0.001384466,0.000538072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004736102,"about_ca_system_score_gemma":0.01303778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009700177,"about_ca_topic_score_gemma":0.02937933,"domain_scores_codex":[0.9919973,0.002450625,0.003350225,0.0005425418,0.00139701,0.0002622958],"domain_scores_gemma":[0.9820117,0.01212262,0.003568471,0.0002753852,0.001797097,0.000224814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001490292,0.000006689264,0.0002982389,0.9752694,0.006866851,0.0000806172,0.0001025399,0.00004822429,0.0001122104,0.000123149,0.0009974478,0.01594558],"study_design_scores_gemma":[0.0002849528,0.0001612368,0.002549931,0.8669801,0.1118249,0.0003082296,0.0001764259,0.00004840412,0.0001796374,0.0002567608,0.01719843,0.00003105637],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001090848,0.996564,0.0002031817,0.000248277,0.0001631704,0.0005525554,0.000764669,0.00001315898,0.0004001105],"genre_scores_gemma":[0.008753559,0.9887849,0.0005397142,0.0005015629,0.00007037997,0.0008148556,0.0003396503,0.000006058929,0.0001892237],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01220373,"threshold_uncertainty_score":0.04010719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142488564302461,"score_gpt":0.3527043792962017,"score_spread":0.3112794936531771,"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."}}