Patient selection: status post hemiarthroplasty for femoral neck fracture in an older adult
Indications for blood transfusion - one of the following:
(1) hemoglobin less than 80 g/L
(2) hemoglobin less than 100 g/L AND (unstable vital signs OR symptoms)
Parameters:
(1) time to surgery in days, from 1 to 10 days
(2) preoperative hemoglobin in g/L, from 90 to 160 g/L
(3) type of anesthesia
(4) duration of surgery in minutes, from 30 to 130 minutes
(5) intraoperative blood loss in mL, from 50 to 400 mL
points for time to surgery =
= (6.544 * (time)) - 6.544
points for preoperative hemoglobin =
= 228.57 - (1.42857 * (hemoglobin))
points for duration of surgery =
= (0.647 * (duration)) - 19.41
points for intraoperative blood loss =
= (0.0826 * (blood loss)) - 4.1286
Type of Anesthesia
|
Points
|
combined spinal-epidural anesthesia
|
0
|
general
|
14.8
|
total score =
= SUM(points for all of the parameters)
Interpretation:
• minimum score: 0
• maximum score: 267.3
• The higher the score the greater the chances of blood transfusion.
value of X =
= (0.102 * (score)) - 17.09
Score
|
Probability of Blood Transfusion
|
< 138
|
< 5%
|
138 to 197
|
1 / (1 + EXP((-1) * X))
|
> 197
|
> 95%
|
Performance:
• The area under the ROC curve is 0.94.