{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002945904,0.0005741267,0.0007187384,0.001576765,0.0003006662,0.001222495,0.0004010388,0.0009067454,0.003272842],"category_scores_gemma":[0.0006332117,0.0001448172,0.0003820791,0.00151139,0.0004265621,0.001055437,0.0006830253,0.001257969,0.0009808966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000456636,"about_ca_system_score_gemma":0.001152026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221351,"about_ca_topic_score_gemma":0.001104581,"domain_scores_codex":[0.999859,0.00002641914,0.00002528743,0.00002232502,0.00005100422,0.00001597723],"domain_scores_gemma":[0.9998203,0.00005947405,0.0000444841,0.000005742718,0.00005128319,0.00001882832],"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":[0.0001248875,0.00009292999,0.0005625724,0.03169665,0.0001674641,0.0005592988,0.0001467485,0.0003605063,0.004300106,0.007778553,0.03639876,0.9178115],"study_design_scores_gemma":[0.00001508323,0.0001140871,0.00195788,0.005403822,0.00014569,0.003544322,0.0001256686,0.00009780084,0.001228682,0.003192673,0.984152,0.00002245122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002020974,0.9984306,0.00007340442,0.0003265324,0.0001822701,0.000003016917,0.00001609117,0.00000486619,0.0007612206],"genre_scores_gemma":[0.001830967,0.9972407,0.00009816168,0.0001454494,0.0001376091,0.000003528373,0.00002494088,9.173115e-7,0.0005177122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003272842,"threshold_uncertainty_score":0.01094872,"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."}}