{"id":"W2586625123","doi":"10.1182/blood.v112.11.1281.1281","title":"Mandatory Clinical Pre-Test Probability Assessment Combined with D-Dimer Testing in Outpatients Did Not Result in a Reduction in Radiological Test Utilization for Investigation of VTE","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Pulmonary embolism; Pre- and post-test probability; D-dimer; Deep vein; Radiological weapon; Emergency department; Thrombosis; Radiology; Venous thromboembolism; Venous thrombosis; Emergency 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":[0.001054294,0.0003602889,0.0005656713,0.0004168923,0.0002261862,0.0005278393,0.0005530772,0.0005265526,0.003088629],"category_scores_gemma":[0.007932979,0.0002146363,0.0004533987,0.0002184902,0.000166477,0.000373064,0.0004373588,0.0009405535,0.0005920544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000415825,"about_ca_system_score_gemma":0.0007442484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009592527,"about_ca_topic_score_gemma":0.00154456,"domain_scores_codex":[0.9990037,0.0003470885,0.0001194465,0.0001637181,0.0002175927,0.0001484726],"domain_scores_gemma":[0.9945387,0.00212413,0.0008110885,0.0003900138,0.0008355767,0.001300514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006292749,0.0116611,0.5104128,0.0004353083,0.0001881763,0.003015507,0.000416083,0.00148058,0.01810246,0.0002396049,0.009661428,0.4380943],"study_design_scores_gemma":[0.001591361,0.02255297,0.9261108,0.0003651303,0.0004256783,0.00829808,0.0003834864,0.01411221,0.01453176,0.0004219739,0.01112128,0.00008524134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861575,0.0009849049,0.004954102,0.002293118,0.0003070259,0.000291332,0.0001669562,0.0004824685,0.004362452],"genre_scores_gemma":[0.9910311,0.0002316707,0.006976185,0.0007344849,0.0002049267,0.00006224549,0.0001634752,0.00002551029,0.0005703894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003088629,"threshold_uncertainty_score":0.01033247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379704227602509,"score_gpt":0.3511212811068845,"score_spread":0.2131508583466335,"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."}}