Table 2.

Characteristics of the RAMs

Name of RAMNo. of risk factorsRisk factorsWeighing points of risk factorsDefined cutoffs for risk groups
RAMs developed based on individual patient data     
 MEDENOX RAM22  • Age, prior VTE, active cancer, acute infectious disease, chronic respiratory disease (primary diagnosis of COPD) Not described Not described 
 Weill Engerer RAM32  • Age, prior VTE, chronic edema of lower limbs, chronic heart failure, current lower-limb paralysis, bed rest/immobilized, congestive heart failure Not described Not described 
 Yale RAM34  • Age, oral contraceptive/HRT, varicose veins, type II diabetes mellitus, nursing home, chemotherapy, corticosteroids, angina Not described Not described 
 IMPROVE RAM31  • Previous VTE
• Known thrombophilia, current lower-limb paralysis, current cancer
• Immobilized ≥7 d, ICU/CCU stay, age >60 y 
• 3
• 2 points each
• 1 point each 
• According to Rosenberg et al28 : 0-2, low risk; ≥3, high risk
• According to Mahan et al20 : 0-1, low risk; 2-3, intermediate risk; ≥4, high risk 
 Multivariable RAM29  13 • Age, length of stay, sex, primary diagnosis, cancer, inflammatory bowel disease, obesity, central venous catheter, inherited thrombophilia, steroid use, mechanical ventilation, active chemotherapy, and urinary catheters None No cutoff available 
 4-Element RAM33  • Previous VTE, an order for bed rest, peripherally inserted central venous catheterization line, cancer diagnosis 1 point each • 0 low risk
• ≥1 high risk 
 Full logistic RAM33  86 Risk factors were not provided by systematic review; see reference for all risk factors None No cutoff available 
RAMs developed based on consensus approaches, data from the literature, and clinical expertise     
 Caprini RAM24  39 • Stroke; multiple trauma; elective major lower extremity arthroplasty; hip, pelvis or leg fracture; acute spinal cord injury (paralysis)
• Age (≥75 y); history of VTE; positive factor V Leiden; positive prothrombin G20210A; elevated serum homocysteine; positive lupus anticoagulant; other congenital or acquired thrombophilia; HIT; family history of VTE; elevated anticardiolipin antibodies
• Age (61-74 y); central venous access; arthroscopic surgery; major surgery; malignancy; laparoscopic procedure ≥45 min; patient confined to bed; immobilizing plaster cast
• Age (41-60 y); acute myocardial infarction; heart failure; varicose veins; obesity (BMI ≥ 25); inflammatory bowel disease; sepsis; COPD or abnormal pulmonary function; severe lung disease; oral contraceptives or HRT; pregnancy or postpartum; history of unexpected stillborn infant, recurrent spontaneous abortion (≥3), premature birth with toxemia or growth-restricted infant; medical patient currently at bed rest; minor surgery planned; history of prior major surgery; swollen legs 
• 5 points each
• 3 points each
• 2 points each
• 1 point each 
• According to Zhou et al36  and Zhou et al35 : 0-1, low risk; 2, intermediate risk; 3-4, high risk; >5, highest risk
• According to Abdel-Razeq et al21 : ≥2, low risk; 3-4, moderate risk high; ≥5, high risk 
 Cohen RAM25  Not described Not described Not described Not described 
 Samama RAM30  Not described Not described Not described Not described 
 Rocha RAM37  Not described Not described Not described Not described 
 McCaffrey RAM26  Not described Not described Not described Not described 
 Kucher RAM39  • Cancer, prior VTE, hypercoagulability
• Major surgery
• Bed rest, age >70 y, obesity (BMI > 30), HRT/oral contraceptive pill 
• 3 points each
• 2 points
• 1 point each 
• According to Kucher et al39 : 1-3, low risk; ≥4 points, high risk
• According to Woller et al33 : 1-2, low risk; ≥3, high risk 
 Padua RAM23  11 • Active cancer, previous VTE (with exclusion of superficial vein thrombosis), reduced mobility, known thrombophilia
• Recent (≥1 mo) trauma and/or surgery
• Elderly age (≥70 y), heart and/or respiratory failure, acute myocardial infarction or ischemic stroke, acute infection and/or rheumatologic disorder, obesity (BMI ≥ 30), ongoing hormonal treatment 
• 3 points each
• 2 points
• 1 point each 
• <4, low risk
• ≥4, high risk 
 Geneva RAM27  19 • Cardiac failure, respiratory failure, recent stroke (<3 mo), recent myocardial infarction (<4 wk), acute infectious disease (including sepsis), acute rheumatic disease, active cancer, myeloproliferative syndrome, nephrotic syndrome, prior VTE, known hypercoagulable state
• Immobilization (complete bed rest or inability to walk for >30 min/d) for >3 d, recent travel >6 h, age > 60 y, BMI > 30, chronic venous insufficiency, pregnancy, hormonal therapy, dehydration (assessed subjectively by the treating physician) 
• 2 points each
• 1 point each 
• 1-2, low risk
• ≥3, high risk 
Name of RAMNo. of risk factorsRisk factorsWeighing points of risk factorsDefined cutoffs for risk groups
RAMs developed based on individual patient data     
 MEDENOX RAM22  • Age, prior VTE, active cancer, acute infectious disease, chronic respiratory disease (primary diagnosis of COPD) Not described Not described 
 Weill Engerer RAM32  • Age, prior VTE, chronic edema of lower limbs, chronic heart failure, current lower-limb paralysis, bed rest/immobilized, congestive heart failure Not described Not described 
 Yale RAM34  • Age, oral contraceptive/HRT, varicose veins, type II diabetes mellitus, nursing home, chemotherapy, corticosteroids, angina Not described Not described 
 IMPROVE RAM31  • Previous VTE
• Known thrombophilia, current lower-limb paralysis, current cancer
• Immobilized ≥7 d, ICU/CCU stay, age >60 y 
• 3
• 2 points each
• 1 point each 
• According to Rosenberg et al28 : 0-2, low risk; ≥3, high risk
• According to Mahan et al20 : 0-1, low risk; 2-3, intermediate risk; ≥4, high risk 
 Multivariable RAM29  13 • Age, length of stay, sex, primary diagnosis, cancer, inflammatory bowel disease, obesity, central venous catheter, inherited thrombophilia, steroid use, mechanical ventilation, active chemotherapy, and urinary catheters None No cutoff available 
 4-Element RAM33  • Previous VTE, an order for bed rest, peripherally inserted central venous catheterization line, cancer diagnosis 1 point each • 0 low risk
• ≥1 high risk 
 Full logistic RAM33  86 Risk factors were not provided by systematic review; see reference for all risk factors None No cutoff available 
RAMs developed based on consensus approaches, data from the literature, and clinical expertise     
 Caprini RAM24  39 • Stroke; multiple trauma; elective major lower extremity arthroplasty; hip, pelvis or leg fracture; acute spinal cord injury (paralysis)
• Age (≥75 y); history of VTE; positive factor V Leiden; positive prothrombin G20210A; elevated serum homocysteine; positive lupus anticoagulant; other congenital or acquired thrombophilia; HIT; family history of VTE; elevated anticardiolipin antibodies
• Age (61-74 y); central venous access; arthroscopic surgery; major surgery; malignancy; laparoscopic procedure ≥45 min; patient confined to bed; immobilizing plaster cast
• Age (41-60 y); acute myocardial infarction; heart failure; varicose veins; obesity (BMI ≥ 25); inflammatory bowel disease; sepsis; COPD or abnormal pulmonary function; severe lung disease; oral contraceptives or HRT; pregnancy or postpartum; history of unexpected stillborn infant, recurrent spontaneous abortion (≥3), premature birth with toxemia or growth-restricted infant; medical patient currently at bed rest; minor surgery planned; history of prior major surgery; swollen legs 
• 5 points each
• 3 points each
• 2 points each
• 1 point each 
• According to Zhou et al36  and Zhou et al35 : 0-1, low risk; 2, intermediate risk; 3-4, high risk; >5, highest risk
• According to Abdel-Razeq et al21 : ≥2, low risk; 3-4, moderate risk high; ≥5, high risk 
 Cohen RAM25  Not described Not described Not described Not described 
 Samama RAM30  Not described Not described Not described Not described 
 Rocha RAM37  Not described Not described Not described Not described 
 McCaffrey RAM26  Not described Not described Not described Not described 
 Kucher RAM39  • Cancer, prior VTE, hypercoagulability
• Major surgery
• Bed rest, age >70 y, obesity (BMI > 30), HRT/oral contraceptive pill 
• 3 points each
• 2 points
• 1 point each 
• According to Kucher et al39 : 1-3, low risk; ≥4 points, high risk
• According to Woller et al33 : 1-2, low risk; ≥3, high risk 
 Padua RAM23  11 • Active cancer, previous VTE (with exclusion of superficial vein thrombosis), reduced mobility, known thrombophilia
• Recent (≥1 mo) trauma and/or surgery
• Elderly age (≥70 y), heart and/or respiratory failure, acute myocardial infarction or ischemic stroke, acute infection and/or rheumatologic disorder, obesity (BMI ≥ 30), ongoing hormonal treatment 
• 3 points each
• 2 points
• 1 point each 
• <4, low risk
• ≥4, high risk 
 Geneva RAM27  19 • Cardiac failure, respiratory failure, recent stroke (<3 mo), recent myocardial infarction (<4 wk), acute infectious disease (including sepsis), acute rheumatic disease, active cancer, myeloproliferative syndrome, nephrotic syndrome, prior VTE, known hypercoagulable state
• Immobilization (complete bed rest or inability to walk for >30 min/d) for >3 d, recent travel >6 h, age > 60 y, BMI > 30, chronic venous insufficiency, pregnancy, hormonal therapy, dehydration (assessed subjectively by the treating physician) 
• 2 points each
• 1 point each 
• 1-2, low risk
• ≥3, high risk 

BMI, body mass index; CCU, critical care unit; COPD, chronic obstructive pulmonary disease; HIT, heparin-induced thrombocytopenia; HRT, hormone replacement therapy; ICU, intensive care unit.

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