{"id":"W2314420267","doi":"10.7727/wimj.2013.326","title":"Systems for Pediatric Sepsis: A Global Survey","year":2014,"lang":"en","type":"article","venue":"West Indian Medical Journal","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Triage; Sepsis; Protocol (science); Intensive care; Epidemiology; Intensive care medicine; Medical emergency; Family medicine; Alternative medicine; Surgery","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":[0.002206911,0.0001979342,0.000491675,0.0001140398,0.0001805475,0.00009226464,0.0001933706,0.0002521442,0.0004853911],"category_scores_gemma":[0.002673404,0.0001386561,0.0002221062,0.0002606825,0.00005419145,0.00005543883,0.00002658427,0.000354327,0.000206924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191761,"about_ca_system_score_gemma":0.0006025959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001760541,"about_ca_topic_score_gemma":0.0001028577,"domain_scores_codex":[0.9974635,0.0002457674,0.000547107,0.0002462068,0.001003208,0.0004942581],"domain_scores_gemma":[0.9973326,0.000573626,0.0001914947,0.0002159073,0.0002167863,0.00146955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008590535,0.0004792656,0.9391267,0.0000961537,0.000159466,0.000286232,0.00006472453,0.000002511463,2.92082e-7,0.0002031027,0.04934127,0.01015434],"study_design_scores_gemma":[0.004559563,0.000920493,0.9785361,0.0002216448,0.0002764501,0.002903089,0.00007649505,0.000294514,0.000003206889,0.0001288932,0.01191728,0.0001622342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846945,0.003380326,0.001957547,0.005909347,0.002345761,0.000574222,0.00006969814,0.00005976785,0.001008772],"genre_scores_gemma":[0.9929889,0.001002801,0.0003012223,0.002142219,0.003359185,0.0000549412,0.00005784303,0.00002424929,0.0000685819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0394094,"threshold_uncertainty_score":0.565423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05971259392618338,"score_gpt":0.3541782633074366,"score_spread":0.2944656693812532,"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."}}