{"id":"W2090588605","doi":"10.1159/000217141","title":"Noninvasive Objective Tests for the Diagnosis of Clinically Suspected Deep-Vein Thrombosis","year":2009,"lang":"en","type":"review","venue":"Haemostasis","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Deep vein; Venography; Thrombosis; Radiology; Pulmonary embolism; Venous thrombosis; Diagnostic test; Surgery; Pediatrics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009054157,0.0008369092,0.00521152,0.0003345121,0.0002555044,0.00005877282,0.0006647475,0.0005612507,0.0004066053],"category_scores_gemma":[0.002350889,0.0005355117,0.002339639,0.0009690269,0.0002776043,0.00007240913,0.0002222407,0.0005771944,0.00007073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334742,"about_ca_system_score_gemma":0.0006232003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002239854,"about_ca_topic_score_gemma":0.000261136,"domain_scores_codex":[0.9954656,0.0002325203,0.002012561,0.0009635221,0.0006123646,0.0007134609],"domain_scores_gemma":[0.9906381,0.005594627,0.001443466,0.001474832,0.0006192025,0.0002298218],"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":[0.00002944815,0.001292294,0.0001123974,0.008386551,0.003395788,0.00003763499,0.0003124727,0.000001602765,9.711066e-8,0.0004951767,0.04177492,0.9441616],"study_design_scores_gemma":[0.001010813,0.001688546,0.001137831,0.01496224,0.02209713,0.00004646112,0.0002877097,0.000007543432,0.00005748235,0.0001969326,0.9579351,0.0005722128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003905399,0.9868834,0.0002688253,0.0009259029,0.0004226109,0.00832714,0.0005411903,0.0001047681,0.002487082],"genre_scores_gemma":[0.0002699146,0.9925535,0.002253712,0.000946214,0.0004771624,0.002773855,0.0003070804,0.0001586276,0.0002599073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9435894,"threshold_uncertainty_score":0.9997097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218222828116935,"score_gpt":0.4136398092115192,"score_spread":0.2918175263998257,"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."}}