{"id":"W7073880622","doi":"","title":"Epidemiology of nasopharyngeal carriage of respiratory bacterial pathogens in children and adults: cross-sectional surveys in a population with high rates of pneumococcal disease","year":2010,"lang":"en","type":"article","venue":"CDU eSpace Institutional Repository (Charles Darwin University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Carriage; Moraxella catarrhalis; Streptococcus pneumoniae; Haemophilus influenzae; Pneumococcal conjugate vaccine; Serotype; Epidemiology; Moraxella (Branhamella) catarrhalis","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":[0.0007898915,0.0001970367,0.0002677091,0.0006034618,0.0002778895,0.0004039133,0.0002956849,0.0004243386,0.0006310134],"category_scores_gemma":[0.001511683,0.000346987,0.0002189453,0.0006235618,0.0004037717,0.0004490359,0.0004401566,0.0003553055,0.0001831978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00058268,"about_ca_system_score_gemma":0.0003928802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05266127,"about_ca_topic_score_gemma":0.04540316,"domain_scores_codex":[0.9993744,0.0001763404,0.00007390446,0.0001127229,0.0001744784,0.00008816041],"domain_scores_gemma":[0.9992062,0.00007649264,0.0003414142,0.00003655207,0.0001684188,0.0001709359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009623359,0.00001134295,0.9991069,0.000009324212,0.00001535737,0.00002969322,0.0002332472,0.000008808493,0.0001814841,0.000003004006,0.00003267472,0.0003584498],"study_design_scores_gemma":[5.361167e-7,0.00002389114,0.9997134,0.000001929784,0.000002761284,0.00007056799,0.0001225967,0.00001589773,0.00001061889,0.00000112582,0.00003600556,6.656179e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995589,0.00009734825,0.00003433811,0.0000195611,0.000001436442,0.000008282638,0.0001610191,0.000001461075,0.0001177085],"genre_scores_gemma":[0.9994149,0.0001347683,0.00008755642,0.00002960249,0.000004736213,0.00001297281,0.0002249352,6.943379e-7,0.00008981031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05266127,"threshold_uncertainty_score":0.1047095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323925035384324,"score_gpt":0.250524536331208,"score_spread":0.2372852859773648,"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."}}