{"id":"W3090799371","doi":"10.1002/rth2.12422","title":"Establishing diagnostic criteria and treatment of subsegmental pulmonary embolism: A Delphi analysis of experts","year":2020,"lang":"en","type":"article","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Ottawa Hospital; University of Ottawa","funders":"University of Ottawa; Heart and Stroke Foundation of Canada","keywords":"Pulmonary embolism; Medicine; Radiology; Medical physics; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0008691932,0.0001932041,0.001023,0.00053883,0.0001247557,0.00009497643,0.00007295732,0.0000895764,0.0001360399],"category_scores_gemma":[0.002083427,0.0001630578,0.00008289961,0.001129685,0.0003334493,0.0004436941,0.0001882501,0.00013186,6.113211e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005302576,"about_ca_system_score_gemma":0.00005907749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003507907,"about_ca_topic_score_gemma":0.0001639974,"domain_scores_codex":[0.9978414,0.0003330394,0.0004716498,0.0004856643,0.0004997278,0.0003685433],"domain_scores_gemma":[0.9948422,0.004239364,0.00014321,0.000235577,0.0001978162,0.0003417927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004615419,0.01505285,0.3459024,0.002597609,0.01221919,0.0008972591,0.1068199,0.00002873377,0.02868552,0.003027419,0.004497007,0.4756567],"study_design_scores_gemma":[0.004185838,0.006992813,0.8943269,0.0005467485,0.005524414,0.00005589535,0.06911834,0.002433342,0.005221614,0.000181403,0.01096204,0.0004506768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738352,0.01016042,0.00001314281,0.01394225,0.00002007757,0.0006995787,0.00007203816,0.00001032956,0.001246911],"genre_scores_gemma":[0.8632422,0.1356238,0.0006610446,0.0003069895,0.0000444224,0.00006165712,0.00003818387,0.00001632995,0.000005318764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5484245,"threshold_uncertainty_score":0.6649306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2394105713769739,"score_gpt":0.4586472189171611,"score_spread":0.2192366475401872,"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."}}