{"id":"W3130433242","doi":"10.4081/monaldi.2022.2213","title":"Endothelial dysfunction in COVID-19 patients assessed with Endo-PAT2000","year":2022,"lang":"en","type":"article","venue":"Monaldi Archives for Chest Disease","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Endothelial dysfunction; Medicine; Coronavirus disease 2019 (COVID-19); Internal medicine; Coronavirus; Endothelium; Endothelial stem cell; Cardiology; Vasodilation; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; In vitro; Biology; Infectious disease (medical specialty)","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":[0.0003569557,0.0003436463,0.0004600587,0.0006714343,0.0004075533,0.0004626461,0.0001529832,0.0004979218,0.001248878],"category_scores_gemma":[0.001369392,0.0001610248,0.0001845597,0.0003682349,0.0002122483,0.0002941226,0.0003335,0.000556581,0.0002091567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453059,"about_ca_system_score_gemma":0.000105722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004995958,"about_ca_topic_score_gemma":0.0005034063,"domain_scores_codex":[0.9997653,0.00005382912,0.00002941822,0.00005240581,0.00005207917,0.00004687986],"domain_scores_gemma":[0.9994386,0.0001120397,0.000174357,0.00003974346,0.0000699925,0.0001653618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006188042,0.000147168,0.9919728,0.00001713387,0.00002213278,0.001738061,0.0001957301,0.0000260395,0.002867975,0.00002668718,0.00007723583,0.002290331],"study_design_scores_gemma":[0.00002618021,0.001090153,0.9914972,0.00001178083,0.00003059671,0.005845296,0.0002782582,0.0001503387,0.0007213683,0.00003482208,0.0003055509,0.000008396036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987889,0.0002465459,0.00008908319,0.00002327898,0.000005864555,0.00001272615,0.00006958983,0.000004634624,0.0007593534],"genre_scores_gemma":[0.9995013,0.00009255783,0.00009746248,0.00003257838,0.0000116328,0.000008497761,0.00009643345,0.000001054425,0.0001584323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001248878,"threshold_uncertainty_score":0.004177868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03284595108963935,"score_gpt":0.3546921979523988,"score_spread":0.3218462468627594,"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."}}