Table 2. Vector data format to construct treatment outcome prediction model.
| Posterior HbA1c | Baseline HbA1c | PDC-OPDs | PDC-NPDs | Laboratory tests | Vital signs | Diagnosis/problems | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MET | SUL | ... | MET | SUL | ... | eGFR | ... | BMI | ... | ... | |||
| 7.5 | 8.3 | 0 | 0 | ... | 0 | 1.0 | ... | ... | ... | ... | |||
| 8.8 | 9.7 | 0.7 | 0 | ... | 1.0 | 1.0 | ... | ... | ... | ... | |||
| 9.5 | 10.3 | 0.6 | 0 | ... | 1.0 | 1.0 | ... | ... | ... | ... | |||
Abbreviations: BMI, body mass index; eGFR, estimated glomerular filtration rate; HbA1c, hemoglobin A1c; MET, metformin; NPDs, newly prescribed drugs; OPDs, originally prescribed drugs; PDC, proportion of days covered; SUL, sulfonylureas.