{"id":"W2607591016","doi":"10.1371/journal.pntd.0005561","title":"Risk factors and outcome of Shigella encephalopathy in Bangladeshi children","year":2017,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; Department for International Development; International Centre for Diarrhoeal Disease Research, Bangladesh; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Shigella; Shigellosis; Shigella flexneri; Shigella sonnei; Medicine; Diarrhea; Encephalopathy; Shigella dysenteriae; Pediatrics; Internal medicine; Dysentery; Shigella boydii; Gastroenterology; Biology; Salmonella; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003234294,0.0003651391,0.0002928944,0.000694896,0.0004665629,0.0004559774,0.000210148,0.0003684971,0.001824154],"category_scores_gemma":[0.001570137,0.0002368533,0.0002439603,0.0008774846,0.0003840892,0.0003898385,0.0003430394,0.0004627269,0.0002258563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003974315,"about_ca_system_score_gemma":0.0004421386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00548616,"about_ca_topic_score_gemma":0.004314413,"domain_scores_codex":[0.9996903,0.00007389257,0.00003900458,0.00005976554,0.0000583789,0.00007875069],"domain_scores_gemma":[0.999046,0.0001343809,0.0004750566,0.00003060139,0.00008443787,0.0002294673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003747323,0.00001170044,0.9993054,0.000005534422,0.000006109483,0.0001497399,0.00003993568,0.00001433501,0.00006456308,0.000007765762,0.00003116215,0.0003262464],"study_design_scores_gemma":[0.00000524472,0.00009352199,0.9984946,0.00001228494,0.00001033238,0.0008256192,0.0003219782,0.00005775746,0.00004664263,0.00002087665,0.000107793,0.000003290875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990582,0.000324918,0.00002254113,0.00005095137,0.000003651284,0.000004509667,0.0001960072,0.000001763912,0.0003374584],"genre_scores_gemma":[0.9996088,0.0001703617,0.00002260433,0.000007979199,0.000004578932,0.000004470524,0.000136196,8.343866e-7,0.00004422895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00548616,"threshold_uncertainty_score":0.01090848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546338460096936,"score_gpt":0.2758303087364986,"score_spread":0.2603669241355293,"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."}}