{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009852018,0.0001904582,0.0004152989,0.0001872173,0.0003046372,0.00001186353,0.00008066506,0.0001054564,0.000180699],"category_scores_gemma":[0.0007627772,0.0001825842,0.00005408924,0.0003520637,0.0001421982,0.0001185972,0.00008913434,0.0006559146,0.00001061188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923789,"about_ca_system_score_gemma":0.0003098871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003050107,"about_ca_topic_score_gemma":0.0001270061,"domain_scores_codex":[0.997475,0.0005369283,0.0006831469,0.0006694103,0.0004044441,0.00023103],"domain_scores_gemma":[0.9985743,0.0006134111,0.0002592966,0.0002456422,0.0001438335,0.000163575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01595783,0.004349237,0.9747525,0.00003323767,0.0000683033,0.00003669404,0.0004243065,0.0003674955,0.0002252597,0.001454402,0.00006484085,0.002265821],"study_design_scores_gemma":[0.01762751,0.01045635,0.969332,0.00001648836,0.0001049671,0.00002295736,0.0003445765,0.0005051788,0.00002372943,0.001263142,0.0001272831,0.0001758672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960422,0.00001352556,0.0006356147,0.0006953338,0.0002736309,0.002111284,0.0000493231,0.0000615485,0.0001175476],"genre_scores_gemma":[0.9970397,0.000002402954,0.0005074738,0.001512739,0.00008971985,0.00016728,0.0005573553,0.00002484587,0.00009845739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006107109,"threshold_uncertainty_score":0.7445566,"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."}}