{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000422383,0.0000885459,0.000125481,0.0001256168,0.000215112,0.00002109808,0.0001006601,0.00001272261,0.00007414405],"category_scores_gemma":[0.000107453,0.00006421586,0.00005253716,0.0003441375,0.00002151282,0.0000509993,0.00009697885,0.0001740049,0.000003732121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006168237,"about_ca_system_score_gemma":0.0001052227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004680691,"about_ca_topic_score_gemma":0.00003362558,"domain_scores_codex":[0.9989816,0.0001083126,0.0002258559,0.0001695294,0.0003864792,0.00012823],"domain_scores_gemma":[0.9990872,0.0003767715,0.0001246757,0.0001927309,0.0001339368,0.00008471224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005450798,0.0005096889,0.9376503,0.00001782861,0.00002995316,0.00000513884,0.0001696901,0.00001129588,2.740023e-7,0.0002529964,0.004019063,0.05727932],"study_design_scores_gemma":[0.000659945,0.0002504523,0.9719661,7.282176e-7,0.0001798805,0.000007111564,0.00009524502,0.00005464965,0.000003159134,0.0003865991,0.02632862,0.00006752957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822627,0.01463421,0.000005879587,0.001054208,0.001068539,0.0002097651,0.0005262427,0.00001926231,0.0002192096],"genre_scores_gemma":[0.89285,0.1055389,0.0001258516,0.0001098204,0.0009101125,0.00009618573,0.0003306294,0.00001408174,0.00002437462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09090469,"threshold_uncertainty_score":0.2618647,"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."}}