{"id":"W2799875219","doi":"10.1016/j.vaccine.2018.04.032","title":"Invasive pneumococcal disease in Northern Alberta, not a Red Queen but a dark horse","year":2018,"lang":"en","type":"article","venue":"Vaccine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Provincial Laboratory of Public Health; Dalhousie University; Health Sciences Centre","funders":"Merck Canada; Canada Research Chairs; Eli Lilly and Company","keywords":"Medicine; Streptococcus pneumoniae; Incidence (geometry); Pediatrics; Empyema; Population; Vaccination; Pneumococcal infections; Pneumococcal disease; Mortality rate; Serotype; Pneumococcal conjugate vaccine; Internal medicine; Immunology; Surgery; Biology; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003116032,0.0002309799,0.0001971273,0.0004081097,0.001592194,0.0006612414,0.0005442296,0.000615853,0.00120745],"category_scores_gemma":[0.0006134602,0.0001946217,0.000161296,0.0006081834,0.0004976061,0.0002276692,0.0005413629,0.0006030811,0.0001174315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002972,"about_ca_system_score_gemma":0.01400091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9731361,"about_ca_topic_score_gemma":0.9864884,"domain_scores_codex":[0.9996638,0.00004120185,0.00001034132,0.00002775516,0.00007033881,0.0001865225],"domain_scores_gemma":[0.9995598,0.0000259542,0.00005081881,0.000009448305,0.0001151233,0.0002388815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006430126,0.0002386075,0.9733469,0.00006751441,0.00003963743,0.002909691,0.002075356,0.0004726618,0.000937613,0.0004111379,0.004822466,0.01403534],"study_design_scores_gemma":[0.00002722084,0.0001297362,0.9905194,0.00005118702,0.00002557661,0.0003548079,0.00590515,0.0002704562,0.0000716369,0.00006923451,0.002567457,0.000008036381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926921,0.0009984955,0.00005355932,0.001141847,0.00005488139,0.0000182073,0.0003659548,0.000006034498,0.004668897],"genre_scores_gemma":[0.9949862,0.0006872898,0.00007587016,0.000376417,0.00003450735,0.000007772267,0.0003238401,0.000002100818,0.003506069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02686393,"threshold_uncertainty_score":0.07277101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216088800140452,"score_gpt":0.2594903404147559,"score_spread":0.2473294524133514,"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."}}