{"id":"W4281491676","doi":"10.1542/peds.2021-052565","title":"The Current and Future State of Pediatric Sepsis Definitions: An International Survey","year":2022,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; University of British Columbia","funders":"","keywords":"Medicine; Sepsis; Organ dysfunction; Intensive care medicine; Medical diagnosis; Septic shock; Disease; Pediatrics; Immunology; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006063913,0.0002332917,0.0003724529,0.002124546,0.0002714029,0.001088408,0.0005682717,0.0004506207,0.001398771],"category_scores_gemma":[0.0172182,0.0002288824,0.0004540538,0.003630727,0.0004940279,0.002114965,0.001103079,0.0007775575,0.0003467886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006763867,"about_ca_system_score_gemma":0.0007980939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131913,"about_ca_topic_score_gemma":0.001415513,"domain_scores_codex":[0.9956461,0.001353277,0.001031234,0.0004380568,0.001138783,0.0003925976],"domain_scores_gemma":[0.9814548,0.004264629,0.009634836,0.0004828153,0.002912504,0.001250346],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003356341,0.00003017567,0.9825637,0.0001568248,0.00002793072,0.00005460774,0.00135476,0.00009465256,0.00009228815,0.0001830642,0.001695492,0.01371296],"study_design_scores_gemma":[0.000003878388,0.00008632366,0.9913259,0.0001519738,0.00001421178,0.0003413054,0.004101569,0.0002392058,0.000089053,0.0000624299,0.003572616,0.00001139371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867362,0.003251263,0.0007661384,0.00190633,0.00003593204,0.00006597887,0.003658663,0.00003013752,0.003549355],"genre_scores_gemma":[0.9930825,0.002872605,0.0008844348,0.0004612951,0.0000303151,0.0001160862,0.002349223,0.00001369592,0.0001897212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9939361,"threshold_uncertainty_score":0.03206939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125373169406243,"score_gpt":0.3513033064332907,"score_spread":0.2387659894926664,"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."}}