{"id":"W3128860369","doi":"10.3390/geriatrics6010013","title":"Pneumococcal Pneumonia and Invasive Pneumococcal Disease in Those 65 and Older: Rates of Detection, Risk Factors, Vaccine Effectiveness, Hospitalisation and Mortality","year":2021,"lang":"en","type":"review","venue":"Geriatrics","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Vaccination; Pneumonia; Pneumococcal vaccine; Pneumococcal pneumonia; Incidence (geometry); Population; Pneumococcal infections; Intensive care medicine; Infectious disease (medical specialty); Carriage; Pediatrics; Disease; Streptococcus pneumoniae; Immunology; Internal medicine; Environmental health","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":[0.002762883,0.0003809026,0.001926268,0.003637042,0.0001391129,0.00111343,0.0003290667,0.0009180256,0.001793286],"category_scores_gemma":[0.008343248,0.0002318909,0.00126752,0.008019968,0.0002501987,0.001309777,0.0003439426,0.0006966996,0.0003584297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007836053,"about_ca_system_score_gemma":0.001345944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006810318,"about_ca_topic_score_gemma":0.007782197,"domain_scores_codex":[0.9977829,0.0005425746,0.0006557932,0.0002269543,0.000715555,0.00007623114],"domain_scores_gemma":[0.9945403,0.002132166,0.002307283,0.00006563279,0.0007589864,0.0001956684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001842724,0.000207443,0.3179919,0.2428523,0.01167147,0.0006217158,0.001013037,0.0003968921,0.0008627793,0.000937936,0.02331695,0.3982849],"study_design_scores_gemma":[0.0001538841,0.0006793226,0.9002711,0.04660513,0.007899079,0.002065653,0.001149141,0.0002655574,0.0001938974,0.0008444734,0.03979594,0.0000768548],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009219364,0.9885725,0.00003940363,0.0006417423,0.0001153967,0.00001236296,0.000961655,0.000003529466,0.000434032],"genre_scores_gemma":[0.1023176,0.8942734,0.0004021661,0.0006963697,0.0005537531,0.00009343524,0.00133982,0.000003884468,0.0003196177],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006810318,"threshold_uncertainty_score":0.01461172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019858197945284,"score_gpt":0.3338156477730723,"score_spread":0.3036170657936195,"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."}}