{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001333897,0.0008448598,0.00213361,0.003622775,0.0003179492,0.001138089,0.001119661,0.001196842,0.002851021],"category_scores_gemma":[0.003098605,0.0004015974,0.001474333,0.003381264,0.0004416716,0.001635202,0.0006515125,0.001810783,0.0007504402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000769513,"about_ca_system_score_gemma":0.00220478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001935482,"about_ca_topic_score_gemma":0.002798222,"domain_scores_codex":[0.9994496,0.0001231733,0.0001894591,0.00008237343,0.0001212567,0.00003420174],"domain_scores_gemma":[0.9978089,0.001387741,0.0003429151,0.00003370472,0.0003339457,0.0000928757],"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":[0.0002472932,0.0001304566,0.0008997775,0.1486079,0.0006912209,0.0004359631,0.0001844283,0.0004893583,0.0009215456,0.002499377,0.06891663,0.7759761],"study_design_scores_gemma":[0.00005923135,0.0003549525,0.003985601,0.06277409,0.001789839,0.003542117,0.0001735665,0.0002159396,0.0002936364,0.001959446,0.9247914,0.00006022002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007809058,0.9991465,0.00005499349,0.000340016,0.0001726016,0.000004695065,0.00002411819,0.000003681082,0.0001752834],"genre_scores_gemma":[0.0003869715,0.9987661,0.0001444282,0.0002722664,0.00029329,0.000007491001,0.00003961322,0.000001146196,0.00008874232],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003622775,"threshold_uncertainty_score":0.009537578,"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."}}