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Table 1 Flow Definition.

From: PAPAyA: a platform for breast cancer biomarker signature discovery, evaluation and assessment

Field

Description

StateFrom

Current state

Type

Tool execution; internal transition; ...

Description

Free-text description

Action

Tool name; initialization; internal actions

ConstraintExist

User-defined variables that can be set to define constraints. For example methylation modality active vs. expression modality active; analysis mode vs. decision support mode; etc.

ConstraintSet

Constraints to set with this transition

Constraint-Unset

Constraints to unset with this transition

StateTo

New state

  1. The flow is defined with transitions between states (from StateFrom to StateTo) based on use Action. Example state may be pre-processing, analysis, post-processing, and single-patient evaluation. Each state uses internal constraints that can be set or unset during transitions (based on ConstraintSet and ConstraintUnset). The current state and the constraints currently set (ConstraintExist) define a context. Example constraints can be based on the molecular modality used. For example, constraint EXP (for expression) and AFFY (for an Affymetrix platform) when set in the pre-processing state will make available only the tools suitable for the platform and modality.