Table 1.
Data set description.
| Type—Feature | Category | Subcategory | # feat. | Mean ± std |
|---|---|---|---|---|
| D&C—Age | - | - | 1 | 62 ± 14 |
| D&C—SAPS3 | - | - | 1 | 61 ± 14 |
| D&C—ApacheII | - | - | 1 | 20 ± 7 |
| BC—Days from | - | - | ||
| adm. to culture | - | - | 1 | 12.1 ± 18.4 |
| BC—Culture Date | Year, | - | 3 | 2010 ± 4, |
| Month, Day | - | 6 ± 3, 2 ± 2 | ||
| Type—Feature | Category | Subcategory | # feat. | % of obs. |
| D&C—Gender | Male Female |
- | 1 1 |
61.37 38.63 |
| D&C—Diagnosis | Groups | A, B, C, D, | 8 | 14.9, 11.3, 25.1 |
| E, F, G, pluripathology | 7.6,8.8, 25, 28.9 | |||
| D&C—Patient type | - | Surgical, Medical, Trauma | 3 | 100 |
| D&C—Reason for admission | Surgery | Scheduled with (without) complications, Urgent with (without) complications | 4 | 25.6 |
| Respiratory | Chronic acute respiratory insufficiency, respiratory failure, Respiratory other | 3 | 21.2 | |
| Cardiovascular | Heart failure, Ischemic heart disease, Severe arrhythmia, Cardiorespiratory arrest, Hypovolemia, Cardiovascular other | 6 | 16.7 | |
| Infection | Serious infection, Immune-compromised infection | 2 | 16.2 | |
| Other medical | Digestive haemorrhage, Diabetic decompensation, Acute renal failure, Hepatic insufficiency, Voluntary intoxication, Pancreatitis | 6 | 9.7 | |
| Neurology | Stroke, Epilepsy, Alteration of the awareness level, Neuromuscular, Neurological other | 5 | 9.0 | |
| Trauma | Severe trauma | 1 | 0.8 | |
| D&C— Origin | Emergency | - | 1 | 27.4 |
| General surgery | - | 1 | 26.7 | |
| Internal medicine | - | 1 | 11.1 | |
| Others | Anesthesia, Dermatology, Digestive, Gastrointestinal, Hematology, Nefrology, Neumology, Neurology, Oncology, Other hospital, Others, Otorrinolaringology, Psychiatry, Surgery, Traumatology, Urology, Ophthalmology | 19 | 34.8 | |
| BC—Type of sample | Exudate | Rectal, Nasal, Axillary, Pharyngeal, Inguinal, Wound, Urethral, Press ulcer | 20 | 91.9 |
| Others | Blood, Catheter, Urine, Feces, Abscess, Abdominal abscess, Respiratory, Drainage, Abdominal drainage, Abdominal fluid, Sputum, Pleural, Bronchoalveolar lavage, Secretion, Peritoneal liquid, Ascitic liquid, Biliary liquid | 29 | 8.1 | |
| AT—Antibiotics | Others | Amikacin, Gentamicin, Gentamicin high load synergy, Kanamycin high load synergy, Tobramycin, Imipenem, Meropenem, Ertapenem, Ceftazidime, Cefepime, Piperacillin, Ticarcillin, Mezlocillin, Colistin, Ciprofloxacin, Levofloxacin, Norfloxacin, Nalidixic acid, Ofloxacin, Moxifloxacin | 20 | 100 |