{"id":"W2524089984","doi":"10.9778/cmajo.20160035","title":"The epidemiology of invasive pneumococcal disease in older adults from 2007 to 2014 in Ontario, Canada: a population-based study","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Herd immunity; Medicine; Incidence (geometry); Epidemiology; Population; Poisson regression; Pneumococcal disease; Vaccination; Serotype; Pneumococcal conjugate vaccine; Pneumococcal infections; Pneumococcal polysaccharide vaccine; Disease surveillance; Pediatrics; Disease; Environmental health; Streptococcus pneumoniae; Internal medicine; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006259078,0.0005806147,0.0005596458,0.00174863,0.002399908,0.001212088,0.001367165,0.0006284153,0.001380976],"category_scores_gemma":[0.001654058,0.0005635574,0.00104423,0.005902487,0.0007438379,0.0005986503,0.000951329,0.0006828071,0.000268584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03332457,"about_ca_system_score_gemma":0.04380119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942782,"about_ca_topic_score_gemma":0.9963664,"domain_scores_codex":[0.9988098,0.00004538994,0.0001214538,0.0002011488,0.0005009907,0.0003211266],"domain_scores_gemma":[0.9977201,0.00005616908,0.0004869782,0.00006030811,0.001168557,0.0005079453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003604033,0.00002593638,0.9954007,0.00009146844,0.00006145745,0.00007953648,0.0005869599,0.00005542775,0.0001438158,0.00003396827,0.001474752,0.002009911],"study_design_scores_gemma":[0.000006175358,0.00002252942,0.9976966,0.00005297573,0.00003630227,0.00005491636,0.000754468,0.0001344667,0.00002514636,0.000009223677,0.001199302,0.000007774881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682878,0.002420006,0.0003330338,0.0008172378,0.00004636104,0.0002349359,0.02389211,0.00003318565,0.003935348],"genre_scores_gemma":[0.9899615,0.001803069,0.0003680654,0.0003574837,0.00002822283,0.00008831018,0.006024529,0.000009462357,0.001359393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03332457,"threshold_uncertainty_score":0.2417878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02695214890017445,"score_gpt":0.306089768615158,"score_spread":0.2791376197149835,"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."}}