{"id":"W2981674121","doi":"10.1093/ofid/ofz359.041","title":"856. Invasive Haemophilus influenzae Disease in Children: A Canadian MultiCenter Study on Emerging Serotypes","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Children's Hospital of Eastern Ontario; McMaster University; London Health Sciences Centre; McMaster Children's Hospital; Kingston Health Sciences Centre; Children's Hospital of Winnipeg; Stollery Children's Hospital; Izaak Walton Killam Health Centre; University of Manitoba; Montreal Children's Hospital; Western University","funders":"","keywords":"Medicine; Bacteremia; Meningitis; Internal medicine; Pneumonia; Septic arthritis; Epiglottitis; Cellulitis; Serotype; Pediatrics; Gastroenterology; Surgery; Immunology; Arthritis; Microbiology; Antibiotics","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":[0.001152291,0.0006174257,0.0004930684,0.001962953,0.002593433,0.001033716,0.001082495,0.000516254,0.001771312],"category_scores_gemma":[0.001863086,0.0004188272,0.0006833037,0.004882381,0.0007843699,0.0005626064,0.0008563114,0.0006075288,0.0002477376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008910441,"about_ca_system_score_gemma":0.01336304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.952852,"about_ca_topic_score_gemma":0.9648097,"domain_scores_codex":[0.9985718,0.0001177851,0.00009830479,0.0002567599,0.0004590963,0.0004962169],"domain_scores_gemma":[0.9980781,0.00007803357,0.0005558826,0.00006492004,0.0008208294,0.0004022097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000181032,0.00000935151,0.998834,0.00001516073,0.0000164858,0.00004080094,0.0001569436,0.00001841988,0.00007996936,0.000023876,0.0002237803,0.0005632284],"study_design_scores_gemma":[0.000003194438,0.00002158385,0.998587,0.00002020561,0.00001442578,0.0001158147,0.0006464088,0.00005154265,0.00002362699,0.00000643444,0.0005054043,0.000004377604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910982,0.001066641,0.0001085938,0.0001986273,0.00001891212,0.00006908226,0.004923036,0.000007145241,0.002509874],"genre_scores_gemma":[0.9973712,0.0005479552,0.0001933266,0.00009625996,0.00001300665,0.00002652764,0.001525518,0.000005372458,0.0002207417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04714799,"threshold_uncertainty_score":0.09485126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009234542957648327,"score_gpt":0.2585915794351998,"score_spread":0.2493570364775514,"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."}}