{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002076737,0.0002628757,0.0003129465,0.00140491,0.0002375397,0.0005665759,0.0003434922,0.000406539,0.002295135],"category_scores_gemma":[0.004562459,0.0002268028,0.0004044183,0.002737266,0.0002596722,0.0009599824,0.0008847567,0.0004733697,0.0004249733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005076564,"about_ca_system_score_gemma":0.000826095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003631215,"about_ca_topic_score_gemma":0.003181953,"domain_scores_codex":[0.9982868,0.0006509587,0.0003060735,0.0001538298,0.0003479445,0.0002543046],"domain_scores_gemma":[0.9955591,0.0007172784,0.002325126,0.0001727479,0.0006511748,0.0005744332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001541626,0.00002690192,0.9940163,0.00007050942,0.00002165668,0.00006006292,0.0003529554,0.00005607885,0.00005527127,0.0000317045,0.001108171,0.004184914],"study_design_scores_gemma":[0.00000221861,0.00007043206,0.9972531,0.00003474862,0.000007490275,0.0002235195,0.00107838,0.0000542196,0.00003214725,0.00001363272,0.001226627,0.000003502241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826785,0.001083409,0.0003547586,0.001076417,0.00002213569,0.0001171576,0.01129401,0.00003943458,0.003334291],"genre_scores_gemma":[0.9912811,0.001309582,0.0005191564,0.0003523435,0.0000203243,0.0001385553,0.006040371,0.000009754421,0.0003288319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003631215,"threshold_uncertainty_score":0.01098293,"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."}}