{"id":"W2884078227","doi":"10.1001/jama.2018.9071","title":"Association Between the New York Sepsis Care Mandate and In-Hospital Mortality for Pediatric Sepsis","year":2018,"lang":"en","type":"article","venue":"JAMA","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":338,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Sepsis; Septic shock; Surviving Sepsis Campaign; Emergency medicine; Intensive care; Internal medicine; Pediatrics; Intensive care medicine; Severe sepsis","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":[0.0009286971,0.0002202002,0.0001682587,0.0003910317,0.0003055939,0.0003998511,0.0004308379,0.0002987703,0.001996405],"category_scores_gemma":[0.003980464,0.0001751089,0.0004027714,0.0005653298,0.0002021589,0.000509357,0.0004930879,0.0008929542,0.0001051096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006774957,"about_ca_system_score_gemma":0.001061343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208363,"about_ca_topic_score_gemma":0.03305632,"domain_scores_codex":[0.9992728,0.0001737526,0.00009088074,0.0001118118,0.000232892,0.0001178721],"domain_scores_gemma":[0.9957798,0.0004011171,0.002870435,0.0001434325,0.0003006022,0.0005046748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001642665,0.000009073819,0.9993,0.000004165254,0.0000159216,0.00001281719,0.00001012797,0.00002111441,0.00001823533,0.000009998103,0.000156696,0.0004254631],"study_design_scores_gemma":[0.000003243721,0.00002752778,0.9994766,0.00001103565,0.00001242516,0.00007519375,0.00005248313,0.0001589881,0.00002475803,0.000009065353,0.0001473169,0.000001494101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980148,0.000416292,0.00009431133,0.0003931444,0.00002306363,0.000006997406,0.0006698929,0.000004654698,0.0003769461],"genre_scores_gemma":[0.9986635,0.0002080629,0.0001135934,0.00005412464,0.0000385271,0.00001160763,0.0007986762,0.00000223608,0.0001095524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01208363,"threshold_uncertainty_score":0.02402657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04504533594043088,"score_gpt":0.3304943185547795,"score_spread":0.2854489826143486,"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."}}