When symptoms are recorded only as item scores, their order of onset and the way they move together disappear. I suspect that these relations and sequences may sometimes inform the next clinical decision better than a total score. This remains a hypothesis generated by clinical experience and must be tested against decisions based on standard measures alone.
What this record asks
An unverified conjecture that sequences, coupled variation, triggers, relievers, functional recovery, and treatment-response networks may reveal patient subgroups and next decisions better than summed symptom lists.
What it aims to change
Proposes phenotypes that preserve within-person change and context rather than fixed pattern labels, while requiring separate tests of any incremental value from Korean-medicine observations.
Previous and next records
Where this idea came from and where it leads
- OP-2026-001How can symptoms beyond diagnostic boundaries be observed and studied safely?
Proposes temporal, contextual, and network phenotypes as candidates for under-described information.
- PRO-2026-001Symptoms beyond diagnostic boundaries: scoping, observation vocabulary, and safety protocol
Future observational studies are designed to test the phenotype’s incremental value.
Show verification requirements and current limitations
What still needs to be established
- Prespecified comparison with a baseline model using diagnoses and standard symptom measures
- External validation against patient-important functional, trajectory, and harm outcomes
- Compare discrimination, calibration, and decision utility before and after Korean-medicine observations
What this record does not yet establish
- A more expressive phenotype does not establish the effectiveness of a treatment.