{"id":"W4387008837","doi":"10.14745/ccdr.v49i09a02","title":"A Pediatric Investigators Collaborative Network on Infections in Children (PICNIC) multi-centre Canadian descriptive analysis of Haemophilus influenzae bacteremia in children: Emerging serotypes","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Children's Hospital of Eastern Ontario; NOSM University; Kingston Health Sciences Centre; Stollery Children's Hospital; Children's Hospital of Winnipeg; London Health Sciences Centre; McMaster Children's Hospital; Izaak Walton Killam Health Centre; Montreal Children's Hospital","funders":"","keywords":"Bacteremia; Meningitis; Serotype; Medicine; Haemophilus influenzae; Pneumonia; Pediatrics; Conjugate vaccine; Virology; Immunology; Microbiology; Internal medicine; Antibiotics; Immunization; Biology; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001083888,0.0005728992,0.0006327797,0.003886684,0.00186107,0.0008510987,0.001082723,0.0002885027,0.002089243],"category_scores_gemma":[0.00269764,0.0003440206,0.0007338575,0.007073568,0.0004118811,0.0002431978,0.001022812,0.0004698563,0.000185852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01088431,"about_ca_system_score_gemma":0.02936425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9401721,"about_ca_topic_score_gemma":0.962772,"domain_scores_codex":[0.9986283,0.0001156193,0.0001310733,0.0001952718,0.0005296873,0.0004001724],"domain_scores_gemma":[0.9966885,0.0001343856,0.0007746779,0.00009058081,0.0017277,0.0005841082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008730187,0.00001802272,0.9935335,0.0001132896,0.00006096548,0.0001570924,0.0002568763,0.00009053179,0.000146302,0.0000765933,0.002444712,0.003014842],"study_design_scores_gemma":[0.000005985537,0.00003121465,0.9979427,0.00004424578,0.00003532257,0.0001520688,0.0004455695,0.0001048284,0.00004429539,0.000007687737,0.0011804,0.000005685533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556732,0.002087187,0.0005296359,0.0002652198,0.00004835002,0.0004519083,0.03632283,0.00004653383,0.004575139],"genre_scores_gemma":[0.9779349,0.002117962,0.001413543,0.0001466213,0.00002764404,0.0002660508,0.01724264,0.00002265337,0.0008279564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05982792,"threshold_uncertainty_score":0.1203605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305236823914997,"score_gpt":0.2385773931079943,"score_spread":0.2255250248688444,"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."}}