{"id":"W2149064616","doi":"10.1177/1076029610389027","title":"Controversies in Diagnosis of Pulmonary Embolism","year":2010,"lang":"en","type":"article","venue":"Clinical and Applied Thrombosis/Hemostasis","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Calgary","funders":"","keywords":"Pulmonary embolism; Medicine; Radiology; Pulmonary angiography; Chest radiograph; Angiography; Scintigraphy; Ionizing radiation; Radiography; Medical physics; Nuclear medicine; Internal medicine","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":[0.08826317,0.000661681,0.001718527,0.007749851,0.003796908,0.007102079,0.005001665,0.008819083,0.00302721],"category_scores_gemma":[0.2309346,0.0008021084,0.001232349,0.004115069,0.01906265,0.01031677,0.005401664,0.01441909,0.001367898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007606158,"about_ca_system_score_gemma":0.00650873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004401971,"about_ca_topic_score_gemma":0.00424598,"domain_scores_codex":[0.9307076,0.03605609,0.01262181,0.004123786,0.01486944,0.001621287],"domain_scores_gemma":[0.7019292,0.2392409,0.01388942,0.003970143,0.0344538,0.006516519],"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":[0.0003751685,0.000178243,0.02351825,0.007623509,0.0002721511,0.003161174,0.01124578,0.0005416081,0.0008639411,0.09747948,0.2404059,0.6143348],"study_design_scores_gemma":[0.0002503425,0.0003010958,0.02454482,0.03866175,0.0003219126,0.02904407,0.0263166,0.001945974,0.001123921,0.2034708,0.6736272,0.0003915246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005994577,0.2273987,0.00342875,0.742276,0.01293246,0.00003643472,0.00008170752,0.00004776263,0.007803597],"genre_scores_gemma":[0.2433595,0.2677681,0.01272872,0.3508217,0.1233479,0.0001708146,0.0002683741,0.0001045364,0.001430304],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08826317,"threshold_uncertainty_score":0.4667858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491670622770395,"score_gpt":0.3359106525088574,"score_spread":0.3009939462811535,"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."}}