{"id":"W2107436600","doi":"10.1016/j.acra.2015.08.018","title":"Association Between Confidence Level of Acute Pulmonary Embolism Diagnosis on CTPA images and Clinical Outcomes","year":2015,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Pulmonary embolism; Internal medicine; Low Confidence; Logistic regression; Computed tomography angiography; Radiology; Angiography","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":[],"consensus_categories":[],"category_scores_codex":[0.001378398,0.0001842431,0.001121418,0.0002566615,0.00003746574,0.000004523188,0.0001760035,0.0005285248,0.00002478474],"category_scores_gemma":[0.001279261,0.0001507174,0.0001332884,0.0001715429,0.0001861789,0.00008618088,0.0001187466,0.0006068996,0.0000403434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009694481,"about_ca_system_score_gemma":0.00006487058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002291496,"about_ca_topic_score_gemma":0.000002895759,"domain_scores_codex":[0.9980756,0.000231338,0.00070269,0.00038113,0.0002832419,0.0003259943],"domain_scores_gemma":[0.9976375,0.001375656,0.0003896028,0.0002554657,0.0001082186,0.0002336316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003683395,0.0001101655,0.9214456,0.00001989395,0.001062951,0.00002453347,0.0001482923,9.558884e-7,0.00006532542,0.001258057,0.06928063,0.006546759],"study_design_scores_gemma":[0.001156902,0.0005938012,0.9857486,0.0000617347,0.001264693,0.00002379879,0.00008331594,0.00000829937,0.0003834549,0.001469083,0.009073421,0.0001328427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775403,0.000691246,0.00006735026,0.01898862,0.000463799,0.0004556695,0.00008645291,0.00004292646,0.001663688],"genre_scores_gemma":[0.9753581,0.01998233,0.0002646456,0.002887635,0.0004396114,0.00005280208,0.00004017781,0.00002016633,0.000954478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06430306,"threshold_uncertainty_score":0.6146078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1378979304887721,"score_gpt":0.4001882316702011,"score_spread":0.2622903011814289,"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."}}