{"id":"W4388840444","doi":"10.1016/j.jacadv.2023.100701","title":"COVID-19–Related Thrombotic and Bleeding Events in Adults With Congenital Heart Disease","year":2023,"lang":"en","type":"article","venue":"JACC Advances","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; St. Paul's Hospital; University of British Columbia; Genome Prairie; McMaster University","funders":"Sahlgrenska Akademin; Children's Hospital of Michigan; Institut de Cardiologie de Montréal; Göteborgs Universitet; Sahlgrenska Universitetssjukhuset; Tehran University of Medical Sciences and Health Services; Nationwide Children's Hospital; Central Michigan University; Ohio State University","keywords":"Medicine; Internal medicine; Cardiology; Myocardial infarction; Thrombosis; Extracorporeal membrane oxygenation; Pulmonary embolism; Heart disease; Heart failure; Coagulopathy; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003793855,0.0001502613,0.0003518924,0.0001845799,0.0001135342,0.000008608819,0.00007222871,0.00004220102,0.00006760644],"category_scores_gemma":[0.02017552,0.0001094062,0.00004289339,0.0006930759,0.0002556343,0.00020596,0.0001483431,0.0002489225,0.00005531656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276424,"about_ca_system_score_gemma":0.0003458991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007382016,"about_ca_topic_score_gemma":0.00009158981,"domain_scores_codex":[0.9984077,0.00005405291,0.0002728373,0.0004277415,0.0004423819,0.0003953033],"domain_scores_gemma":[0.9963074,0.002719157,0.0000492343,0.0001799812,0.00005840761,0.0006858702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001636504,0.0001328222,0.9935066,0.001152477,0.00008396677,0.000401945,0.0006903518,0.0004108712,0.00006060181,0.00007336287,0.0002316439,0.001618917],"study_design_scores_gemma":[0.005979682,0.0006156145,0.9812797,0.0006480037,0.00007537737,0.000004265962,0.001053406,0.002102175,0.000009293296,0.003601254,0.004421618,0.0002096564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770855,0.001494062,0.00002807237,0.02025927,0.0000839091,0.000722731,0.00001596291,0.0001645383,0.000145893],"genre_scores_gemma":[0.995765,0.001890471,0.0001028984,0.001540091,0.00005260865,0.00007895059,0.00001705238,0.00001875355,0.0005341598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01979613,"threshold_uncertainty_score":0.9880779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04007410535134467,"score_gpt":0.4218455234654753,"score_spread":0.3817714181141306,"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."}}