{"id":"W4304756671","doi":"10.1055/s-0042-1757634","title":"COVID-19-Associated Pulmonary Embolism: Review of the Pathophysiology, Epidemiology, Prevention, Diagnosis, and Treatment","year":2022,"lang":"en","type":"review","venue":"Seminars in Thrombosis and Hemostasis","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Sociedad Española de Cardiología; Brigham and Women's Hospital; American Heart Association","keywords":"Medicine; Epidemiology; Coronavirus disease 2019 (COVID-19); Pulmonary embolism; Pathophysiology; 2019-20 coronavirus outbreak; Intensive care medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Internal medicine; Virology; Disease; Outbreak; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002051446,0.0007262572,0.005941325,0.0002631567,0.0003360183,0.000009764592,0.0003126303,0.0004074846,0.0009137687],"category_scores_gemma":[0.00230149,0.000480248,0.0009585288,0.0008133861,0.0004834156,0.0000531688,0.0007178714,0.0004993772,0.000002448321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009094406,"about_ca_system_score_gemma":0.000677859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004919301,"about_ca_topic_score_gemma":0.00007808466,"domain_scores_codex":[0.994772,0.001681887,0.001683441,0.001012728,0.0002910614,0.0005589446],"domain_scores_gemma":[0.995618,0.001796845,0.001260265,0.0009235173,0.00004435494,0.0003570006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006326296,0.001679901,0.002794366,0.07906753,0.0008331796,0.00002128357,0.0001882673,3.181322e-7,2.660437e-7,0.000321702,0.02343078,0.8916561],"study_design_scores_gemma":[0.0004364797,0.000586717,0.004859028,0.0923392,0.005700035,0.00004054927,0.0001919714,0.000001776514,7.843653e-7,0.0006350257,0.8948436,0.0003648152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004063473,0.9899478,5.327605e-7,0.004484955,0.0002374092,0.00413713,0.0003873011,0.00003390092,0.0003646085],"genre_scores_gemma":[0.00004100341,0.990589,0.0001225,0.005660095,0.00005655567,0.00277351,0.0005408712,0.00007275003,0.0001437579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8912913,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586560600606588,"score_gpt":0.4213196861718978,"score_spread":0.2626636261112389,"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."}}