{"id":"W4220794587","doi":"10.3233/ch-221401","title":"Endothelial glycocalyx damage in patients with severe COVID-19 on mechanical ventilation – A prospective observational pilot study","year":2022,"lang":"en","type":"article","venue":"Clinical Hemorheology and Microcirculation","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mechanical ventilation; Observational study; Glycocalyx; Prospective cohort study; Microcirculation; Endothelial dysfunction; Ventilation (architecture)","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":[0.0005524155,0.0005375629,0.0008310542,0.0005902017,0.0007664834,0.0005786708,0.000344367,0.000744484,0.001147768],"category_scores_gemma":[0.001108353,0.00033881,0.0007004521,0.0005233525,0.0004384164,0.0005619587,0.0006571346,0.0007034949,0.0002377348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931556,"about_ca_system_score_gemma":0.0004085006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006039,"about_ca_topic_score_gemma":0.001112944,"domain_scores_codex":[0.999567,0.0001086417,0.00004880902,0.0001228616,0.00006734971,0.00008533781],"domain_scores_gemma":[0.9988503,0.0001363741,0.0004067692,0.00009580542,0.0001152972,0.000395486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000652322,0.0002742851,0.997734,0.00001283569,0.00005267273,0.0002398118,0.00006839664,0.00001499562,0.0004400959,0.000007367411,0.00003047894,0.0004727086],"study_design_scores_gemma":[0.00006896551,0.002698286,0.9954591,0.000006604423,0.00004139781,0.001053881,0.0003204579,0.0001272484,0.00009356011,0.00001515203,0.0001080529,0.000007361824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997795,0.00004750077,0.00003577134,0.000005020975,0.000002833017,0.00001580071,0.0000489105,6.326611e-7,0.00006385883],"genre_scores_gemma":[0.9995765,0.00004068055,0.00007001378,0.00002556394,0.00001730872,0.00002225635,0.0002078858,6.236747e-7,0.00003921792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001147768,"threshold_uncertainty_score":0.003839672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07994947195061444,"score_gpt":0.3564423963944575,"score_spread":0.276492924443843,"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."}}