{"id":"W1972779847","doi":"10.1097/inf.0b013e31812f4f5b","title":"Invasive Infections Caused by Haemophilus influenzae Serotypes in Twelve Canadian IMPACT Centers, 1996–2001","year":2007,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada; Dalhousie University; University of British Columbia; University of Alberta; University of Saskatchewan","funders":"","keywords":"Serotype; Haemophilus influenzae; Case fatality rate; Meningitis; Epidemiology; Epiglottitis; Medicine; Pneumonia; Pediatrics; Virology; Microbiology; Biology; Antibiotics; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008256498,0.0003316225,0.0003112137,0.0009054904,0.001106572,0.0001215885,0.0002434608,0.0002491201,0.001236219],"category_scores_gemma":[0.0004257385,0.0002423981,0.0002724253,0.0008708937,0.00009427353,0.0003069719,0.00005797303,0.001018268,0.0003181157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007483517,"about_ca_system_score_gemma":0.001074476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09543564,"about_ca_topic_score_gemma":0.1976677,"domain_scores_codex":[0.997777,0.000313928,0.0005805945,0.0002521729,0.00005023284,0.001026076],"domain_scores_gemma":[0.9984843,0.000342748,0.0002774471,0.0002960004,0.000190875,0.0004086012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112245,0.0002987034,0.9735588,0.000009617082,0.0001777952,0.00003682674,0.0002071106,0.0001845508,0.002347518,0.00002186557,0.02276469,0.0002802882],"study_design_scores_gemma":[0.002273795,0.0002935288,0.9882064,0.00001798249,0.0002846452,0.0008605972,0.00009361436,0.000002465564,0.0001718222,0.0004596611,0.006967382,0.0003680403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940147,0.001678828,0.0000400372,0.0004035209,0.002576998,0.0003970202,0.0001858801,0.00007648063,0.0006265002],"genre_scores_gemma":[0.9974971,0.00102514,0.000001245841,0.0003339042,0.0008481586,0.00001834969,0.00006117728,0.00003506673,0.0001798666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022321,"threshold_uncertainty_score":0.9996768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009558154756301607,"score_gpt":0.2527630184768213,"score_spread":0.2432048637205196,"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."}}