{"id":"W4200041074","doi":"10.1097/cce.0000000000000592","title":"Epidemiology and Outcome of Sepsis in Adults and Children in a Rural, Sub-Sahara African Setting","year":2021,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Sepsis; Epidemiology; Malaria; Outcome (game theory); Incidence (geometry); Protozoal disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119953,0.0000903044,0.0003608308,0.00009826392,0.0000341143,0.000005110475,0.00001719149,0.0000665264,0.00002046381],"category_scores_gemma":[0.00285748,0.00008120004,0.00003935105,0.0001885832,0.0001150827,0.00007233813,0.00003838804,0.0001153896,0.000001855249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004492389,"about_ca_system_score_gemma":0.00003721703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001434481,"about_ca_topic_score_gemma":0.0006001758,"domain_scores_codex":[0.9990596,0.0001245895,0.0003674667,0.0002102921,0.00006212945,0.0001759883],"domain_scores_gemma":[0.9987246,0.0009051489,0.0000224914,0.0001336176,0.0001097578,0.0001044191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001431674,0.0001619555,0.9928101,0.00009132359,0.00001114109,0.00003972554,0.001492664,0.000001475691,0.00004923463,0.003143587,0.000045552,0.002138971],"study_design_scores_gemma":[0.0009994935,0.0001319822,0.9880322,0.0002791311,0.00005649443,0.0000256646,0.009087212,0.00006076593,0.0005383549,0.000708751,0.000009532702,0.00007043922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764637,0.006237939,0.00001843886,0.01685847,0.00002708747,0.0001892897,0.00004048894,0.00001017668,0.0001544357],"genre_scores_gemma":[0.9977612,0.0003386916,0.0009697376,0.0006840758,0.00002520852,0.00009965555,0.0001113796,0.000008051778,0.000002030983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0212975,"threshold_uncertainty_score":0.3420877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034509176846284,"score_gpt":0.3995418174067711,"score_spread":0.2960908997221426,"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."}}