{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009385051,0.0003050861,0.0003733595,0.0004130372,0.0003668427,0.0001706488,0.0003700997,0.0001107924,0.001924378],"category_scores_gemma":[0.0001296338,0.000278397,0.0001094936,0.0002942279,0.00004138838,0.0004273054,0.000264927,0.0002407863,0.002077398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811744,"about_ca_system_score_gemma":0.0003007973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1377819,"about_ca_topic_score_gemma":0.1510068,"domain_scores_codex":[0.9983208,0.0002200963,0.0003203306,0.0005300194,0.00002922904,0.0005795726],"domain_scores_gemma":[0.9990648,0.00007668249,0.0001072876,0.0005115456,0.00007017697,0.000169483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003060691,0.001177836,0.9957011,0.000008608656,0.0002262473,0.000008149197,0.0001854848,0.0001565791,0.000482746,0.0002315716,0.00102373,0.000491844],"study_design_scores_gemma":[0.004319835,0.0005287108,0.9912368,0.00007811088,0.00008215437,0.000006592214,0.0003813986,0.000002926882,0.0001572924,0.0001358097,0.002718135,0.0003522083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932956,0.000227752,2.706739e-7,0.0002856812,0.001006462,0.002751064,0.0002394477,0.00007600095,0.002117718],"genre_scores_gemma":[0.9981589,0.00001674664,6.062882e-7,0.0008098318,0.00003588969,0.0002793542,0.0002111413,0.00003822767,0.0004492972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322498,"threshold_uncertainty_score":0.9999668,"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."}}