{"id":"W2003149127","doi":"10.1055/s-2001-12842","title":"Noninvasive Diagnosis of Deep Vein Thrombosis in Postoperative Patients","year":2001,"lang":"en","type":"review","venue":"Seminars in Thrombosis and Hemostasis","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital; Hamilton General Hospital","funders":"","keywords":"Medicine; Asymptomatic; Venography; Deep vein; Thrombosis; Pulmonary embolism; Surgery; Antithrombotic; Clinical trial; Venous thrombosis; Anticoagulant; Radiology; 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":[0.0003837814,0.000139736,0.000341279,0.0005258477,0.0002218174,0.0004108595,0.0001643343,0.0002965273,0.001799739],"category_scores_gemma":[0.002277463,0.00007824664,0.0001160448,0.0005582916,0.0002142223,0.0002979652,0.000248191,0.0005028325,0.0003914528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083067,"about_ca_system_score_gemma":0.0003598249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008753572,"about_ca_topic_score_gemma":0.0008377903,"domain_scores_codex":[0.9996547,0.00008947728,0.0000539196,0.000038339,0.0001038452,0.0000598995],"domain_scores_gemma":[0.9993042,0.000194386,0.0001856415,0.00003156696,0.0001068153,0.0001774046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003279143,0.0001009419,0.9625385,0.000086814,0.00001239518,0.002807805,0.0001768088,0.00005019586,0.000877855,0.0001375151,0.001411202,0.03147198],"study_design_scores_gemma":[0.00004262618,0.0007162156,0.9783302,0.0001755981,0.000039048,0.01468163,0.0005885151,0.0004526928,0.0006926824,0.0003821615,0.003879998,0.00001862436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9776163,0.006042372,0.001125791,0.00122146,0.0001597657,0.0001395949,0.0006278701,0.00002872572,0.01303798],"genre_scores_gemma":[0.9956083,0.002291788,0.0005249279,0.0003783476,0.0001950053,0.00005274178,0.0003469239,0.000003464369,0.0005985447],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001799739,"threshold_uncertainty_score":0.006020725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05156858539476816,"score_gpt":0.351391840177605,"score_spread":0.2998232547828368,"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."}}