{"id":"W4318476488","doi":"10.3390/metabo13020201","title":"Association between Circulating Amino Acids and COVID-19 Severity","year":2023,"lang":"en","type":"article","venue":"Metabolites","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Génome Québec","keywords":"Amino acid; Medicine; Logistic regression; Odds ratio; Internal medicine; Phenylalanine; Severity of illness; Body mass index; Diabetes mellitus; Endocrinology; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006160314,0.0004209952,0.0004423148,0.0008235572,0.0004699375,0.0006316566,0.0003276337,0.000372708,0.001845672],"category_scores_gemma":[0.001791359,0.0001501453,0.0003504023,0.0009037305,0.0002953502,0.0002135941,0.0003671878,0.0005864031,0.000127949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009398346,"about_ca_system_score_gemma":0.000549787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06408698,"about_ca_topic_score_gemma":0.07486994,"domain_scores_codex":[0.9996589,0.00007772323,0.00004437397,0.00008220899,0.0000660283,0.00007074636],"domain_scores_gemma":[0.998389,0.000285871,0.0005349413,0.00008851445,0.0003637769,0.0003377941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000158856,0.000009877887,0.9985415,0.00001125253,0.00006046521,0.00004722248,0.00001874542,0.00003913388,0.0005273716,0.000007899936,0.0000492535,0.0005284797],"study_design_scores_gemma":[0.000003254838,0.00004385265,0.9995389,0.000003819201,0.00001168464,0.00007692014,0.00003205429,0.0001323049,0.0000621898,0.000007663703,0.00008521212,0.000002263846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974381,0.0005831899,0.0001662399,0.00004871046,0.000007113226,0.00001964506,0.001153142,0.000004548615,0.0005792722],"genre_scores_gemma":[0.9982211,0.000149377,0.0001726611,0.00002513631,0.000007197554,0.00001038391,0.001142196,0.000003092508,0.0002688868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06408698,"threshold_uncertainty_score":0.1274279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09302164396530886,"score_gpt":0.43915608331727,"score_spread":0.3461344393519611,"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."}}