{"id":"W2557620153","doi":"10.1182/asheducation-2016.1.397","title":"Diagnosis of suspected venous thromboembolism","year":2016,"lang":"en","type":"review","venue":"Hematology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Pre- and post-test probability; Pulmonary embolism; Radiology; Pulmonary angiography; Thrombosis; Deep vein; Medical diagnosis; Anticoagulant therapy; D-dimer; Ultrasound; Computed tomography angiography; Venous thrombosis; Venous thromboembolism; Angiography; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006228847,0.0005144174,0.000731189,0.002859739,0.0008188206,0.0007439223,0.0007331588,0.0008636334,0.01394156],"category_scores_gemma":[0.004207471,0.000203406,0.000298252,0.0009736309,0.0005158242,0.0006893369,0.0006047927,0.001037608,0.003072428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005926057,"about_ca_system_score_gemma":0.001248511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003420858,"about_ca_topic_score_gemma":0.002948747,"domain_scores_codex":[0.999432,0.0001542671,0.00007765618,0.00005122456,0.0001739012,0.0001108528],"domain_scores_gemma":[0.9988763,0.0001981908,0.0001784169,0.00004504074,0.0004441297,0.0002579069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008217688,0.0006724868,0.7514618,0.0008793331,0.00008878726,0.08801077,0.0006127306,0.0004395602,0.004428773,0.003759979,0.06455031,0.08427364],"study_design_scores_gemma":[0.0003138266,0.001088349,0.5146113,0.003556966,0.0002166925,0.3334722,0.00184046,0.00420643,0.003398594,0.004979064,0.1322045,0.0001115534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5751622,0.04541799,0.01225201,0.02486755,0.002874784,0.003069158,0.007384203,0.0004848339,0.3284873],"genre_scores_gemma":[0.9531025,0.0159598,0.006528997,0.005169211,0.001646501,0.0003457672,0.004341471,0.00004098386,0.0128648],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01394156,"threshold_uncertainty_score":0.04663914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04303539140630817,"score_gpt":0.3500934079055228,"score_spread":0.3070580164992146,"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."}}