{"id":"W4389674625","doi":"10.1021/acsptsci.3c00227","title":"Levels of Angiotensin and Kinin Metabolite Peptides Related to COVID-19 Severity","year":2023,"lang":"en","type":"article","venue":"ACS Pharmacology & Translational Science","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"University of Connecticut","keywords":"Receiver operating characteristic; Coronavirus disease 2019 (COVID-19); Peptide; Renin–angiotensin system; Internal medicine; Analyte; Metabolite; Angiotensin II; Medicine; Chemistry; Biochemistry; Receptor; Chromatography","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":[0.0005835721,0.0003566313,0.0002707792,0.001062062,0.0001406862,0.0005426058,0.0001322621,0.0002922336,0.0006491514],"category_scores_gemma":[0.001321647,0.00009031173,0.0002091659,0.0004386791,0.0003084951,0.0002040753,0.0002663717,0.0004365622,0.0001522187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903674,"about_ca_system_score_gemma":0.00008004907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003909846,"about_ca_topic_score_gemma":0.0004195697,"domain_scores_codex":[0.999485,0.000104197,0.00006924589,0.0001343713,0.0001432059,0.00006398881],"domain_scores_gemma":[0.9988844,0.0002658562,0.0005121469,0.00007180805,0.0001322794,0.0001335006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001294996,0.00008657321,0.8193869,0.00007408786,0.0001275101,0.0005470871,0.0001640228,0.0003835179,0.1667368,0.00008303106,0.0001206045,0.01099481],"study_design_scores_gemma":[0.00001023673,0.0006582522,0.9406446,0.00001075581,0.00006781736,0.002433712,0.0001283472,0.001514663,0.05404134,0.00007939155,0.0003957021,0.00001516981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970284,0.0008331356,0.001118057,0.0000276595,0.00001023987,0.00001532662,0.0002915938,0.0000271635,0.0006485102],"genre_scores_gemma":[0.9983575,0.0001653451,0.001048413,0.00002761567,0.000010631,0.000007713687,0.0002632918,0.000004132909,0.0001154189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001062062,"threshold_uncertainty_score":0.003086269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022365058224926,"score_gpt":0.4910586971859995,"score_spread":0.3888221913635068,"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."}}