{"id":"W2748494839","doi":"10.1093/ofid/ofx163.1495","title":"Streptococcus pneumoniae as a Cause of Community-Acquired Pneumonia: Changes Over the Past 100 Years","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"BioFire Diagnostics; Shionogi; Astellas Pharma; National Cancer Institute; Agency for Healthcare Research and Quality; National Institutes of Health; Medicines Company; National Institute of Allergy and Infectious Diseases; Pfizer","keywords":"Community-acquired pneumonia; Medicine; Streptococcus pneumoniae; Pneumonia; Confidence interval; Pneumococcal pneumonia; Internal medicine; Pneumonia severity index; Demography; Antibiotics; Pediatrics; Gerontology","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":[0.01193382,0.0005982858,0.001902961,0.01319021,0.0005833652,0.003982247,0.001361531,0.001788472,0.002031922],"category_scores_gemma":[0.03164277,0.0006744186,0.001900088,0.02557762,0.002263828,0.004626059,0.001455434,0.001820145,0.0002889842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003667495,"about_ca_system_score_gemma":0.004406388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499111,"about_ca_topic_score_gemma":0.02446246,"domain_scores_codex":[0.9905341,0.001633945,0.003397884,0.001899258,0.002211761,0.0003230697],"domain_scores_gemma":[0.9450305,0.02336546,0.02009788,0.001134134,0.008737394,0.001634686],"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":[0.001263052,0.0001186104,0.3915872,0.09262946,0.006534223,0.0009905173,0.004678549,0.001000684,0.001327314,0.004142637,0.02066384,0.475064],"study_design_scores_gemma":[0.00007032061,0.0002670425,0.7580752,0.04890798,0.005471365,0.007155038,0.004796114,0.0006751748,0.0004663904,0.002064288,0.1718437,0.0002075659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01851831,0.9760395,0.0001620249,0.003571431,0.0003167592,0.00001023253,0.0005565376,0.0000129496,0.0008121756],"genre_scores_gemma":[0.2045254,0.7886286,0.0009804934,0.003245439,0.001202216,0.00004108919,0.001082415,0.00002960311,0.0002648078],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01499111,"threshold_uncertainty_score":0.0631128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03349563570377162,"score_gpt":0.3413666065300349,"score_spread":0.3078709708262632,"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."}}