{"id":"W2337681671","doi":"10.1097/shk.0000000000000635","title":"Trauma and Endothelial Glycocalyx","year":2016,"lang":"en","type":"review","venue":"Shock","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic; St. Michael's Hospital","funders":"","keywords":"Glycocalyx; Medicine; Sepsis; Microcirculation; Resuscitation; Population; Endothelium; Endothelial dysfunction; Ischemia; Intensive care medicine; Internal medicine; Immunology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002070532,0.0004317107,0.001508952,0.0002445002,0.00006070144,0.00003038804,0.0001331374,0.0003886309,0.0002352771],"category_scores_gemma":[0.0002044396,0.000285348,0.0003545617,0.0001912649,0.0001104737,0.00006310739,0.00005540692,0.0003466089,0.0006556448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749666,"about_ca_system_score_gemma":0.0002780916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007325873,"about_ca_topic_score_gemma":0.00000812526,"domain_scores_codex":[0.9980717,0.0001046133,0.0005647116,0.0005489612,0.0003460658,0.0003639182],"domain_scores_gemma":[0.9987248,0.000250147,0.0002085213,0.000506623,0.00006935876,0.0002405269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003282915,0.00002647182,0.000005198455,0.008311268,0.0001045556,0.00006002275,0.00004891108,2.575168e-9,0.000003669528,0.0001577436,0.001095733,0.9901536],"study_design_scores_gemma":[0.0009550207,0.0001665227,0.00006430638,0.01421671,0.0007753783,0.0003104944,0.00001477861,8.964124e-7,0.00001201724,0.0001334243,0.9830614,0.0002890016],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004289099,0.9881914,0.0001493524,0.0001523406,0.0005355104,0.001073325,0.0001915767,0.000123361,0.009540257],"genre_scores_gemma":[0.00006149898,0.9947103,0.0006966816,0.00009536606,0.0009122345,0.00005416729,0.00009950883,0.0001038999,0.003266388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9898646,"threshold_uncertainty_score":0.9999599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05035489037484373,"score_gpt":0.3510913526468479,"score_spread":0.3007364622720042,"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."}}