{"id":"W4387392755","doi":"10.1542/peds.2023-062011","title":"Verbal Autopsy to Assess Postdischarge Mortality in Children With Suspected Sepsis in Uganda","year":2023,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McGill University; University of British Columbia; BC Children's Hospital; Children's & Women's Health Centre of British Columbia","funders":"National Institute of Environmental Health Sciences; National Institute of Allergy and Infectious Diseases; Grand Challenges Canada; BC Children's Hospital; Children's Hospital Foundation","keywords":"Medicine; Verbal autopsy; Interquartile range; Pediatrics; Cause of death; Sepsis; Autopsy; Pneumonia; Anemia; Malnutrition; Diarrhea; Surgery; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003961162,0.0005446042,0.0003140404,0.002687887,0.0004691028,0.0008031015,0.0006570047,0.0003668299,0.0008257527],"category_scores_gemma":[0.01501516,0.0003446719,0.0003378549,0.001136311,0.0005904765,0.0006025439,0.001451514,0.0008048341,0.0001969173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006872955,"about_ca_system_score_gemma":0.001014693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00287594,"about_ca_topic_score_gemma":0.004722162,"domain_scores_codex":[0.9969645,0.001818759,0.0005408635,0.0001333388,0.00031709,0.0002254188],"domain_scores_gemma":[0.9920883,0.00171633,0.004387661,0.0002258629,0.001182989,0.0003989248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001683057,0.00004743844,0.9876016,0.0001985019,0.00003204188,0.0007395837,0.001892835,0.0001728502,0.0002242846,0.00005774092,0.0004543061,0.00841045],"study_design_scores_gemma":[0.00003291944,0.0006543964,0.9839486,0.0005760825,0.00004246536,0.003646322,0.007606012,0.0009792912,0.0009132643,0.0001584964,0.001419741,0.00002228918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967224,0.00132594,0.0003877636,0.0001349132,0.00002370308,0.0001648439,0.0004420788,0.000009836168,0.0007886395],"genre_scores_gemma":[0.995997,0.001215112,0.001711179,0.00006976552,0.00001613916,0.0002400422,0.0005699246,0.000002843439,0.0001781425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003961162,"threshold_uncertainty_score":0.02094889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367372416360248,"score_gpt":0.3161557142307806,"score_spread":0.2924819900671781,"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."}}