Table 2. Choice of criterias for the classification of Simon’s phases.
Phase | Condition 1 | Condition 2 | Condition 3 | Condition 4 |
---|---|---|---|---|
Intelligence | Have access to the history of past decisions. | Ability to predict what may happen to the clinical situation (e.g. with machine learning and data mining models). | Having structured and available information capable of accessing specific clinical information for the characterization of the situation. | Allow access to data to assess the clinical situation of patients. |
Design | Definition of clinical context variables. | Ability to develop and present alternative solutions to a clinical situation. | Use of modeling techniques/procedures. | Use of models or set of models to learn to decide. |
Choice | Be able to simulate and evaluate each of the available alternatives. | Choice of best alternative as recommended solution based on applied criteria or models. | Application of computational models to ensure the operation of the chosen solution. | - |
Implementation | Application of the chosen option in a real environment. | Monitoring and evaluation. | Data collection from monitoring and evaluation. | Be able to record past decisions. |
Note: The conditions presented are of disjunction, that is, at least one of them must be met for the system to be classified in a certain phase.