Here is an example:
Input patient information:
This Patient had 6 visits with the following details:
- PatientID: [117, 117, 117, 117, 117, 117]
- RecordTime: [2020-2-5, 2020-2-6, 2020-2-8, 2020-2-12, 2020-2-14, 2020-2-17]
- AdmissionTime: [2020-2-4, 2020-2-4, 2020-2-4, 2020-2-4, 2020-2-4, 2020-2-4]
- DischargeTime: [2020-2-17, 2020-2-17, 2020-2-17, 2020-2-17, 2020-2-17, 2020-2-17]
- Sex: [1, 1, 1, 1, 1, 1]
- Age: [52, 52, 52, 52, 52, 52]
- Hypersensitive cardiac troponinI: [nan, nan, nan, nan, nan, nan]
- hemoglobin: [123.0, nan, 133.0, 139.0, 136.0, nan]
- Serum chloride: [105.1, nan, 102.3, 101.1, 101.1, nan]
- Prothrombin time: [13.7, nan, nan, nan, nan, nan]
- procalcitonin: [0.49, nan, nan, nan, nan, nan]
- eosinophils(%): [0.2, nan, 0.0, 0.0, 0.0, nan]
- Interleukin 2 receptor: [nan, 863.0, nan, nan, nan, nan]
- Alkaline phosphatase: [55.0, nan, 58.0, 58.0, 50.0, nan]
- albumin: [35.2, nan, 36.3, 34.6, 35.7, nan]
- basophil(%): [0.0, nan, 0.2, 0.1, 0.2, nan]
- Interleukin 10: [nan, 5.0, nan, nan, nan, nan]
- Total bilirubin: [10.3, nan, 10.6, 6.7, 7.4, nan]
- Platelet count: [124.0, nan, 199.0, 354.0, 367.0, nan]
- monocytes(%): [13.0, nan, 11.3, 7.8, 6.9, nan]
- antithrombin: [98.0, nan, nan, nan, nan, nan]
- Interleukin 8: [nan, 9.6, nan, nan, nan, nan]
- indirect bilirubin: [5.8, nan, 6.7, 4.3, 4.3, nan]
- Red blood cell distribution width : [12.7, nan, 12.1, 12.3, 12.3, nan]
- neutrophils(%): [68.9, nan, 72.9, 78.9, 80.9, nan]
- total protein: [66.9, nan, 72.1, 76.8, 78.0, nan]
- Quantification of Treponema pallidum antibodies: [0.06, nan, nan, nan, nan, nan]
- Prothrombin activity: [95.0, nan, nan, nan, nan, nan]
- HBsAg: [0.0, nan, nan, nan, nan, nan]
- mean corpuscular volume: [94.3, nan, 92.3, 93.3, 92.8, nan]
- hematocrit: [37.7, nan, 39.3, 40.7, 40.1, nan]
- White blood cell count: [3.52, nan, 6.46, 5.93, 6.19, 0.8]
- Tumor necrosis factorα: [nan, 13.1, nan, nan, nan, nan]
- mean corpuscular hemoglobin concentration: [326.0, nan, 338.0, 342.0, 339.0, nan]
- fibrinogen: [5.74, nan, nan, nan, nan, nan]
- Interleukin 1β: [nan, 5.0, nan, nan, nan, nan]
- Urea: [7.8, nan, 5.8, 8.5, 8.0, nan]
- lymphocyte count: [0.99, nan, 1.01, 1.37, 1.4, nan]
- PH value: [6.934, nan, nan, 7.0, 7.0, 6.0]
- Red blood cell count: [2.85, nan, 4.26, 3.08, 2.71, 0.1]
- Eosinophil count: [0.01, nan, 0.0, 0.0, 0.0, nan]
- Corrected calcium: [2.37, nan, 2.6, 2.79, 2.59, nan]
- Serum potassium: [4.96, nan, 4.62, 4.79, 4.97, nan]
- glucose: [4.9, nan, 4.83, 5.1, 4.67, nan]
- neutrophils count: [3.82, nan, 4.71, 8.17, 9.45, nan]
- Direct bilirubin: [4.5, nan, 3.9, 2.4, 3.1, nan]
- Mean platelet volume: [13.2, nan, 12.0, 10.1, 9.9, nan]
- ferritin: [615.9, nan, nan, nan, nan, nan]
- RBC distribution width SD: [43.8, nan, 40.7, 41.1, 40.6, nan]
- Thrombin time: [15.9, nan, nan, nan, nan, nan]
- (%)lymphocyte: [17.9, nan, 15.6, 13.2, 12.0, nan]
- HCV antibody quantification: [0.09, nan, nan, nan, nan, nan]
- D-D dimer: [0.4, nan, nan, nan, nan, nan]
- Total cholesterol: [3.75, nan, 4.28, 4.1, 4.08, nan]
- aspartate aminotransferase: [29.0, nan, 41.0, 33.0, 23.0, nan]
- Uric acid: [346.0, nan, 263.0, 287.0, 325.0, nan]
- HCO3-: [21.0, nan, 25.7, 26.6, 28.1, nan]
- calcium: [2.13, nan, 2.39, 2.54, 2.36, nan]
- Amino-terminal brain natriuretic peptide precursor(NT-proBNP): [nan, nan, nan, nan, nan, nan]
- Lactate dehydrogenase: [194.0, nan, 192.0, 228.0, 179.0, nan]
- platelet large cell ratio : [50.7, nan, 41.0, 25.9, 23.6, nan]
- Interleukin 6: [nan, 19.53, nan, nan, nan, nan]
- Fibrin degradation products: [4.0, nan, nan, nan, nan, nan]
- monocytes count: [0.72, nan, 0.73, 0.81, 0.81, nan]
- PLT distribution width: [17.4, nan, 15.8, 11.2, 10.6, nan]
- globulin: [31.7, nan, 35.8, 42.2, 42.3, nan]
- γ-glutamyl transpeptidase: [37.0, nan, 47.0, 49.0, 46.0, nan]
- International standard ratio: [1.04, nan, nan, nan, nan, nan]
- basophil count(#): [0.0, nan, 0.01, 0.01, 0.02, nan]
- mean corpuscular hemoglobin : [30.8, nan, 31.2, 31.9, 31.5, nan]
- Activation of partial thromboplastin time: [56.8, nan, nan, nan, nan, nan]
- High sensitivity C-reactive protein: [54.0, nan, 29.8, 3.0, 1.4, nan]
- HIV antibody quantification: [0.1, nan, nan, nan, nan, nan]
- serum sodium: [140.3, nan, 139.9, 139.8, 140.1, nan]
- thrombocytocrit: [0.16, nan, 0.24, 0.36, 0.36, nan]
- ESR: [35.0, nan, nan, nan, nan, nan]
- glutamic-pyruvic transaminase: [30.0, nan, 74.0, 94.0, 61.0, nan]
- eGFR: [48.2, nan, 64.7, 64.7, 70.8, nan]
- creatinine: [143.0, nan, 112.0, 112.0, 104.0, nan]
RESPONSE:
0.25