Complex, multisystem and difficult-to-explain cases
For years of records, several specialists, contradictory findings, and no model that connects the gut, immune, autonomic and metabolic pieces.
This page is for people whose case does not belong to any of the other pages, or belongs to several of them at once. Years of records, five or more specialists, findings that contradict each other, interventions that worked briefly or not at all, and no single document anywhere that attempts to explain the whole thing as one system. This is the engagement the rest of the site exists to support: the whole record read end to end, rebuilt as one model, with the contradictions left visible rather than tidied away.
What records in this area tend to contain
These are descriptions of records, not diagnostic criteria. Recognising several of them does not mean you have a condition, and none of them is being asserted about you.
- Multiple diagnoses accumulated over years without a connecting explanation
- Findings from different specialists that cannot all be true at once
- Interventions that helped briefly, helped once, or produced paradoxical responses
- A record large enough that no clinician has realistically read all of it
- Symptoms crossing GI, immune, autonomic, metabolic, neurological and environmental domains
- A sense that each appointment restarts the reasoning from zero
The analytical work on a case like this
- The entire record, read end to end and rebuilt as a single chronology
- A causal hierarchy: what most plausibly came first, and what followed from it
- Explicit contradiction mapping — findings that no single explanation accommodates
- Two or more competing whole-case hypotheses, each with its supporting and opposing evidence
- Evidence strength graded claim by claim, with uncertainty stated rather than smoothed
- An intervention discussion framework prepared for your clinicians to accept, modify, or reject
What the work is trying to answer
These are the questions the reconstruction is built around. They are questions, not promises — some records answer them clearly and some do not, and the written synthesis says which.
- Is there a single coherent model that accounts for most of this record?
- Which findings are load-bearing and which have been repeated without ever being verified?
- Where do the specialists actually disagree, and what would resolve it?
- What is the highest-yield next question, given everything already done?
What would argue against the leading reading
Every synthesis states the alternatives it could not exclude. For this area, the most important ones are:
- Several independent conditions with no unifying mechanism — a real and frequently correct answer
- One under-recognised systemic disease that routine workup has missed
- A dominant driver with the remainder as downstream consequences
- Iatrogenic contributions from the accumulated interventions themselves
- Findings of no clinical significance that have acquired weight through repetition
This is an analytical project, not medical care. It does not diagnose, does not prescribe, does not order tests, does not supervise treatment, and does not replace the clinicians responsible for your care. Its output is a reasoned document written to be argued with.
Mohammed Attallah is the founder of BiomeLogic and developed the Host Capacity Model independently; it is a working framework, not medical consensus or a clinically validated instrument. He is not a licensed clinician. Every output is educational analysis prepared for review, modification, or rejection by your own medical team. Full scope statement →
The service is chosen by scope, not by condition
There is no separate price for any pattern on this page. Gate 1 is free, takes a few minutes, needs no files, and ends with a written reply about whether the analysis suits your case and which engagement would fit.
Complex Case Deep Dive
$1,500Unusually extensive or internally contradictory records needing expanded chronology and cross-test reconciliation. Scope, not a better method.
Read the full scope →Comprehensive Systems-Biology Case Analysis
$995The whole case: full-record reconstruction, a live working session, and a written synthesis with an intervention discussion framework.
Read the full scope →
Cases arriving here are the most common reason the Deep Dive exists. Gate 1 determines which engagement fits, and that is confirmed with you in writing before any payment.