{"id":"W4381738774","doi":"10.1089/met.2023.0022","title":"ABO Blood Type and Metabolic Markers in COVID-19 Susceptibility and Severity: A Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"Metabolic Syndrome and Related Disorders","topic":"Blood groups and transfusion","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; ABO blood group system; Cross-sectional study; Internal medicine; Blood type (non-human); Blood lipids; Case-control study; Immunology; Gastroenterology; Cholesterol; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009894614,0.0002653816,0.0006111457,0.0004349725,0.0002451472,0.00006428098,0.00005772866,0.0002519032,0.0001589831],"category_scores_gemma":[0.0002155041,0.0002231895,0.00006447752,0.001477353,0.0003024686,0.0001683313,0.00008932699,0.0004185351,0.00001394226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000994296,"about_ca_system_score_gemma":0.0001093833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878942,"about_ca_topic_score_gemma":0.000665534,"domain_scores_codex":[0.9980344,0.0001616088,0.0004503742,0.0006889892,0.0002933797,0.0003712715],"domain_scores_gemma":[0.9991752,0.0001083427,0.0000575071,0.000256282,0.00004634532,0.0003563502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002846257,0.0005423872,0.9932756,0.0001226531,0.0004917503,0.0001819107,0.00130673,0.000008347314,0.0001431341,0.0001006866,0.0000141864,0.003527998],"study_design_scores_gemma":[0.009302161,0.0004130394,0.9853042,0.00002288347,0.0005204724,0.0007591176,0.001060598,0.0001434789,0.000004279113,0.0008849492,0.001355505,0.0002293294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983988,0.0138904,0.000001870976,0.0005494668,0.0002196607,0.0009683784,0.00001534519,0.0001414455,0.0002254078],"genre_scores_gemma":[0.9817538,0.01756975,0.00002447372,0.000157978,0.00001394566,0.00003346727,0.0000394615,0.00003115279,0.0003759784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009017535,"threshold_uncertainty_score":0.9101404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375754348310413,"score_gpt":0.2876073884602967,"score_spread":0.2738498449771925,"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."}}