{"id":"W4200579072","doi":"10.1093/ofid/ofab466.1501","title":"1309. Incidence and Epidemiology of Invasive Pneumococcal Disease due to Serotype 3 in South-Central Ontario","year":2021,"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":"Toronto Public Health; Public Health Agency of Canada; William Osler Health System; University Health Network; University of Toronto; The Scarborough Hospital; North York General Hospital; Sinai Health System","funders":"Medical Center, University of Rochester; National Institutes of Health; Shionogi; Pfizer; Meiji Seika Pharma; University of Queensland; National University of Singapore; Medpace; Tufts Medical Center; North Bristol NHS Trust; University of Texas Southwestern Medical Center; Nabriva Therapeutics; Wayne State University","keywords":"Medicine; Epidemiology; Incidence (geometry); Population; Bacteremia; Pneumonia; Pneumococcal disease; Pediatrics; Pneumococcal infections; Internal medicine; Streptococcus pneumoniae; Antibiotics; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001663832,0.0002242482,0.0002057667,0.001082784,0.001455725,0.0008255214,0.0006058571,0.0002754532,0.002820925],"category_scores_gemma":[0.0005888506,0.0003079817,0.0003643924,0.001872308,0.0005444083,0.000214452,0.0006368124,0.0002174505,0.0002926833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01704608,"about_ca_system_score_gemma":0.01917593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9842674,"about_ca_topic_score_gemma":0.9908835,"domain_scores_codex":[0.9996305,0.00002119412,0.00002492014,0.00006324583,0.0001429189,0.0001172911],"domain_scores_gemma":[0.9990789,0.00003672921,0.000297658,0.00002365051,0.00027519,0.0002878278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003953685,0.00001203041,0.9954999,0.00003760782,0.00002349082,0.0001695053,0.0004354345,0.00006867405,0.0004676163,0.00004172205,0.001123604,0.002080947],"study_design_scores_gemma":[0.00000419826,0.00001254486,0.9986392,0.0000134463,0.000005677853,0.00007785675,0.0003337022,0.00009625796,0.00003129583,0.000009200696,0.0007738846,0.000002683985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989216,0.0008160797,0.00008864026,0.0002663775,0.00001103941,0.00005592674,0.005621477,0.00001798245,0.00390643],"genre_scores_gemma":[0.9966632,0.0003530918,0.0001011069,0.00007007459,0.000005583991,0.00002106958,0.001451609,0.000003858192,0.001330484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01704608,"threshold_uncertainty_score":0.1236786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438005766315944,"score_gpt":0.3050308731399307,"score_spread":0.2806508154767712,"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."}}