{"id":"W4403679538","doi":"10.1093/pch/pxae067.042","title":"43 Etiology of community-acquired bacterial meningitis in children seen in the emergency department in Canada","year":2024,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Etiology; Emergency department; Bacterial meningitis; Meningitis; Medicine; Pediatrics; Medical emergency; Intensive care medicine; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000486156,0.0003843108,0.0003708885,0.002291828,0.001786515,0.0009053292,0.0009148839,0.0003621222,0.002340284],"category_scores_gemma":[0.002973558,0.0003307311,0.0003558519,0.0030348,0.0006823175,0.0002842726,0.0009086485,0.0005277093,0.0001502979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01070054,"about_ca_system_score_gemma":0.02066344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8811392,"about_ca_topic_score_gemma":0.9258261,"domain_scores_codex":[0.9989127,0.00007557299,0.00008914438,0.0001463321,0.0004302025,0.0003459552],"domain_scores_gemma":[0.9968599,0.0001859564,0.001293159,0.00005392332,0.00112334,0.0004836982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001013823,0.000006354637,0.9986135,0.0000204192,0.000006412703,0.0002950591,0.0001243488,0.00001314938,0.0000495684,0.00001365158,0.000163849,0.0006835565],"study_design_scores_gemma":[0.000002318589,0.00001836708,0.9971473,0.00006046284,0.00001183868,0.0009252486,0.001266576,0.0001238474,0.00007709185,0.00001490859,0.0003481049,0.000004072348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943514,0.001261948,0.0001089494,0.0002220938,0.00001949858,0.00008459561,0.001707457,0.00001075781,0.002233363],"genre_scores_gemma":[0.9986644,0.0005509925,0.0001791146,0.00003944269,0.000008580086,0.00001141585,0.0003891908,0.000002429772,0.0001544465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188608,"threshold_uncertainty_score":0.2391216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232221559452589,"score_gpt":0.2566286218291317,"score_spread":0.2443064062346058,"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."}}