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Home › Robotic Medicine › Article series › Part 3 · Testing, analogs and sign-off

RES-06.3 · Series article · Robotic Medicine

Testing Robot Care in Simulation and Earth Analogs, and Who Signs Off

Also: robot care validation · analog testing robot medicine · autonomy rung sign-off

Distance from EarthIsolation & ConfinementGravity FieldsIn-flightPreflight & TrainingLEO long-durationCislunar / Lunar orbitLunar surfaceMars transit & surfaceTerrestrial analogPublicStudentClinicianResearcher

AI-assisted Last reviewed: 2026-10-26 · Reviewer: AI-assisted draft, sources self-checked against NASA pages, Part 1–2, RMP-RENAL-001 validation/signoff YAML and NASA-STD-3001 §10.6 (Oct 26, 2026); Medical Research Assistant clinical/source pass requested; no named human clinician

Bottom line
  • Library protocols already encode a validation ladder: simulation, then a training model, then an Earth analog, then a parabolic or station demonstration, each with pass criteria set before the run — not after. ◆◆◆◆ High · E
  • Earth analogs such as NEEMO, HERA and CHAPEA can stress delay, isolation and cramped ops; they do not by themselves prove a care robot is safe for patients. Undersea missions have tested teleoperated surgical robots; that is a precedent for analog testing, not proof of onboard robot care. ◆◆◆◇ Moderate · A E
  • Protocol approval and each-run approval are different. A clinical lead, flight surgeon (medical authority), robotics/medical-device safety board (library role name in signoff.protocol, not a named NASA board) and program must clear a protocol before use; each run still needs a human start, and restart after any emergency stop is always human-only. ◆◆◆◆ High · E
  • Higher autonomy rungs demand stricter pre-use validation and clearer each-run gates. NASA-STD-3001 §10.6 already requires human override, shut-down and human-only restart after an emergency stop, independent of which rung a protocol allows. ◆◆◆◆ High · E

Proposed certainty (◆ High → ◇ Very low) and evidence-type tags: F flight · A analog · M model/animal · C computational · E expert/operational/standards. AI-proposed, pending reviewer confirmation. How to read the grades.

Conceptual and educational. Not for clinical use. This article is a thought experiment about how a program might test and clear robot-assisted care protocols. It is not operational guidance, not a test plan for any flight, and not a description of any company’s product. AI-assisted; no named human clinician has reviewed this Part 3 article yet.

Why testing and sign-off come next

Part 1 framed autonomy rungs and a 13-part protocol skeleton, including validation and human sign-off as required parts [15]. Part 2 walked one library entry, RMP-RENAL-001, and showed that those parts are already fields in the YAML: validation[] and signoff [1][16].

This Part 3 opens those fields. It asks two linked questions:

  1. In what order should a care-robot protocol be stress-tested before anyone trusts it near a crewmember?
  2. Who must say yes — once for the protocol itself, and again for each run — at each autonomy rung?

Nothing here invents a new clinical protocol. It explains the validation and sign-off pattern the library already uses, and how Earth analogs fit that pattern without being mistaken for flight proof.

The ladder already in the YAML

RMP-RENAL-001’s validation block (and the same pattern on other library drafts) is explicit [1][2]:

StageWhat it is forWhat it is not
SimulationSoftware and human-in-the-loop timing: delay, hand-offs, stop rules, logsNot patient contact; not proof of probe force or image quality in real tissue
Training modelPhantoms / ultrasound trainers: image quality gates, force and speed limitsNot crew stress, isolation or real medical authority under delay
Earth analogCramped habitat, real ops tempo, remote flight surgeons, delayed linkNot microgravity, not space radiation, not a license for flight use
Parabolic or station demonstrationBrief real 0 g (parabolas) or a supervised station demoNot routine medical care; still under human medical authority
Flight use under flight surgeon supervisionOnly after the earlier stages pass criteria set in advanceNever a first-try venue for untested patient-touching behavior

Pass criteria are written before the campaign, not scored after the fact to fit the result [1][15]. A change that touches the patient, thresholds, limits or software that affects patient contact repeats validation from the simulation stage [1]. That change-control idea borrows the spirit of the FDA’s predetermined change-control plan approach for AI-enabled device software — as a model to learn from, not as a claim that any SMF protocol is an FDA-cleared device [14][1].

Stage 1 — Simulation (including the live console)

Simulation is where delay and responsibility become visible. The ground flight surgeon live console steps through RMP-RENAL-001 at station, Moon and Mars delay presets [5]. It is educational fiction: simulated data, not clinical training. What a useful sim still has to show, even as fiction that a real program would harden:

  • A crewmember starts the run; the robot never self-starts [V2 10174] [3].
  • Mode changes and who is expected to act are obvious to the operator [V2 10162], [V2 10164].
  • On loss of link, only the robot pauses; crew care never waits for the robot or the ground [1][19].
  • Every input, decision (with who decided) and hand-off is time-stamped [V2 10163].
  • After any protective or emergency stop, only a human may restart [V2 10165], [V2 10174].

Mars-class delay in the console is there to make the Part 2 D1 choice concrete: live guidance versus onboard checklist plus store-and-forward [16][5]. Simulation fails if stop rules can be skipped, if the robot invents a workaround after a failed check, or if logs cannot reconstruct the run for a delayed flight surgeon.

Stage 2 — Training models

Before a probe or tool approaches a person, force, speed, reach and image-quality gates need numbers filled where the YAML still says <set by validation> [1]. An ultrasound training model (phantom) is the natural next step for RENAL-001-class work: can the robot hold the probe within limits, meet the automatic quality check, and hand off cleanly when quality stays low [1]?

This stage is still not “care.” It is metrology and procedure rehearsal. Fail here, and the protocol does not advance.

Stage 3 — Earth analogs (what they buy, and what they don’t)

No analog is spaceflight [18]. For robot care, analogs are useful for ops under stress, not for pretending buoyancy or isolation equals microgravity medicine.

AnalogWhy it matters for robot-care testingWhat it cannot prove
NEEMO (Aquarius undersea habitat)Real hazard, saturation ops, spacewalk-like tasks; past missions tested teleoperated surgical robots over a communications link, including a supervisor-controlled needle task under ultrasound [6][7]Water is not weightlessness; missions are short; not a general care-robot approval
HERARepeatable isolation campaigns in a small habitat (crews of four, up to about 45 days) [8]Normal gravity; short; not patient-contact validation by itself
CHAPEAYear-long Mars-surface simulation with resource limits and simulated spacewalks [9]Normal gravity; no space radiation; Mars-surface ops, not a robot clinic
Parabolic flightTrue brief 0 g (about 20 seconds per parabola) for procedure and human-factors work [10][11]Far too short for a full care protocol; useful for restraint, tool handling and motion limits

The undersea robot-surgery evaluations (NEEMO-era work reported by Doarn and colleagues) are the closest published analog precedent for medical robotics away from a normal hospital [6]. They support the idea that teleoperation and supervised tasks can be rehearsed in a harsh, enclosed analog. They do not mean a humanoid care robot is cleared for crew care, on Earth or in flight.

Isolation analogs such as HERA and CHAPEA are better thought of as places to rehearse human roles under delay: flight surgeon agreement when the link allows, CMO checklist when it does not, private medical traffic, and the rule that crew care never waits for a paused robot [4][8][9][19]. Saying “tested in CHAPEA” without saying what was tested would overclaim.

A careful analog campaign for a library protocol would script the same preconditions, stop rules and red flags as the YAML, with pass/fail set in advance — and would treat any medication or supply mismatch the way the pharmacy drafts already do: quarantine by default; the robot never hands a mismatched item as verified; a CMO override, if a program ever allows one, is explicit, logged and flagged to the flight surgeon [19]. That is sign-off-relevant testing of a standing library rule, not a new clinical invention.

Stage 4 — Parabolic or station demonstration

Parabolic flight is the only ground-based way to get true 0 g, in short bursts [10][11]. It is a place to check restraint of patient, caregiver and robot, probe dynamics and emergency-stop behavior — not a full stone-workup. A supervised station demonstration is a later, rarer step. The 2024 surgical-robot demonstration discussed in NASA’s Houston We Have a Podcast episode on robotic surgery in space is a flight hardware precedent for medical robotics research on station; it is not robot care of a crewmember [12]. Part 1 already draws that line; Part 3 keeps it.

Who signs off: protocol vs each run

The library splits approval the way Part 1’s framework item 12 requires [15][1]:

Protocol approval (before the protocol may be used at all)

Encoded under signoff.protocol on RMP-RENAL-001 [1]:

  1. Clinical lead for the specialty — fills every <set by clinical lead> threshold.
  2. Flight surgeon (or the operator’s designated medical authority) — holds medical authority [4].
  3. Robotics and medical-device safety board — force/speed/reach, software, lockouts.
  4. Program approval for the mission — accepts residual risk and training burden.

Each-run approval (every time the robot is used)

Encoded under signoff.each_run and the human-start precondition [1]:

  • Flight surgeon agreement when the link allows.
  • Otherwise the CMO under the pre-approved onboard checklist, with flight surgeon review of images and logs at the next contact.
  • A crewmember starts the run; after any emergency or protective stop, a human restarts — the robot never restarts itself [V2 10174] [3].

Consent (or a logged emergency consent path) and a CMO able to take over remain preconditions, not paperwork after the fact [1][16].

Sign-off by autonomy rung

Part 1’s three practical rungs map loosely to wider medical-robot autonomy language [13][15][17]. Sign-off gets stricter as the robot does more without a continuous human hand on the loop:

RungRobot role (series definition)Pre-use validation emphasisEach-run gate
1 · Ground-steeredHuman on the ground steers; robot is mostly a remote toolLink quality, latency, stop latency, video/telemetry integrityFlight surgeon (or designated remote operator under medical authority) actively controlling or immediately able to stop
2 · Supervised autonomyHuman starts a defined task; watches; can stop anytime (RENAL-001 max)Phantom limits + analog ops under delay + proof that lockouts cannot be skippedHuman start; CMO present and able to take over; flight surgeon agreement when the link allows
3 · Conditional autonomyRobot proposes a plan, runs it after human approval, escalates when conditions changeAll of rung 2, plus proof that proposal/approve/escalate branches and safe defaults work when Earth cannot answer in timeExplicit human approval of the plan before execution; automatic hand-back on any unmet condition; still human-only restart after stop
4–5 · Contingency (Part 5)Envelope clinical autonomy / last-resort AGI care when humans cannot coverBlinded trials + co-certification + allow-lists + safety board (planning gates)Fallback only: arm under contingency matrix; auto de-arm when human support returns — see Part 5

Rung 3 is where Mars-class delay pushes hardest — and where overclaim risk is highest. This series treats rung 3 as a design target with stricter gates, not as something demonstrated for crew care [15][17]. Rung 3 stays a human-gated propose→approve design target. Only Part 5’s rungs 4–5 are contingency / fallback sign-off paths when human support is unavailable or insufficient — not everyday cruise defaults. Across every default rung, NASA-STD-3001 §10.6 still requires override, shut-down, safe mode, failure recovery, responsibility delineation and human-only initiation after emergency stop [3]. Contingency auto-arm would need standards evolution while preserving override (Part 5). Autonomy never removes human reclaim of authority.

What a “pass” must include (thought-experiment checklist)

A program clearing a conceptual library protocol for real use would, at minimum, show evidence that:

  1. Hard lockouts hold (no diagnosis language, no drug/fluid advice, no self-start, no self-edited thresholds) [19][1].
  2. Stop rules fire in sim and analog drills (patient says stop, force limit, lost link, CMO non-response) [1].
  3. Logs let a delayed flight surgeon reconstruct who decided what [V2 10163], [V2 10164].
  4. Supply or barcode mismatch → quarantine (for pharmacy-class protocols); no unprompted hand-over of a mismatched item [19].
  5. Every <set by validation> and <set by clinical lead> blank is filled by a named human role before flight use [1][2].
  6. Change control and rollback are rehearsed; the robot never patches itself [1][14].

Until those are real, the correct public status for every library entry remains what the site already says: conceptual draft; not for clinical use.

Where this sits on the site

What comes next

Part 3 closes the “how would you test and clear this?” gap that Parts 1 and 2 pointed at. It does not clear any protocol for flight.

How this article was checked

Written with AI assistance on Oct 26, 2026. Validation and sign-off claims about RMP-RENAL-001 were checked against the published YAML validation and signoff blocks in the site repository. NASA-STD-3001 Volume 2 §10.6 requirement IDs match the series and protocol usage. NEEMO, HERA, CHAPEA and parabolic-flight descriptions follow the cited NASA pages (HTTP 200 on fetch, Oct 26, 2026). The undersea teleoperated surgical-robot evaluation is the Doarn et al. 2009 paper already cited in Part 1 (PMID 19441950). The 2024 station surgical-robot context follows the NASA podcast already used in Part 1. Analog limitations follow the site’s Earth analogs page.

No named human clinician has reviewed this Part 3 article. An independent AI-assisted pass by the Medical Research Assistant is requested.

Evidence profile
Overall certainty
◆◆◇◇ Low (proposed)
Evidence types
E · Expert / operational / standardsA · Terrestrial analogF · Flight data
Literature through
2026-10-26
Requirements referenced 9
RequirementTitlePlain-language meaning
[V2 10161]Automation System Status ProvisionRobot status, including self-test, shown to the operator.
[V2 10162]Automation Mode Change NotificationMode changes are announced to the operator.
[V2 10163]Automation Data AvailabilityData recorded, time-stamped and made available.
[V2 10164]Automation System Responsibility DelineationShow whether human or machine is expected to act.
[V2 10165]Automation and Robotics Override and Shut-DownHuman can override and shut down.
[V2 10168]Automation Failure RecoveryHuman can take over if the robot fails.
[V2 10172]Automation Safe ModeProtective action when a safety threshold is crossed.
[V2 10173]Safety DefaultStay safe if the human does not take control when asked.
[V2 10174]System InitiationOnly a human starts or restarts the robot after an emergency stop.

IDs as published in NASA-STD-3001 Vol. 1 Rev C (2023-09-15) and NASA-STD-3001 Vol. 2 Rev F (2026-07-14). NASA-STD-3001 binds NASA programs; it is not a regulation for commercial flights. Paraphrased. Standards quick reference.

References 19
  1. Space Medicine Foundation. RMP-RENAL-001: Assisted diagnostic ultrasound for a suspected kidney stone (conceptual protocol; validation and signoff blocks). spacemedicinefoundation.org/robotic-medicine/protocols/rmp-r… Other E
  2. Space Medicine Foundation. Robot-readable protocol schema. spacemedicinefoundation.org/robotic-medicine/protocols/schem… Other E
  3. NASA. NASA-STD-3001, Volume 2: Human Factors, Habitability, and Environmental Health, Revision F (approved July 14, 2026), Section 10.6 Automated and Robotic Systems. standards.nasa.gov/standard/NASA/NASA-STD-3001_VOL_2 Standard E
  4. NASA OCHMO. Medical Operations. Technical Brief OCHMO-TB-044 (2025). www.nasa.gov/wp-content/uploads/2025/08/ochmo-tb-044-medical… NASA E
  5. Space Medicine Foundation. Ground flight surgeon live console (simulation of RMP-RENAL-001). spacemedicinefoundation.org/robotic-medicine/console/ Other E
  6. Doarn CR, Anvari M, Low T, Broderick TJ. Evaluation of teleoperated surgical robots in an enclosed undersea environment. Telemed J E Health. 2009;15(4):325–335. doi:10.1089/tmj.2008.0123 PMID:19441950 Peer-reviewed A
  7. NASA. About NEEMO: NASA Extreme Environment Mission Operations. www.nasa.gov/missions/analog-field-testing/neemo/about-neemo… NASA E
  8. NASA. HERA (Human Exploration Research Analog). www.nasa.gov/mission/hera/ NASA E
  9. NASA. CHAPEA (Crew Health and Performance Exploration Analog). www.nasa.gov/humans-in-space/chapea/ NASA E
  10. NASA. Parabolic flight. www.nasa.gov/mission/parabolic-flight/ NASA E
  11. Shelhamer M. Parabolic flight as a spaceflight analog. J Appl Physiol. 2016;120(12):1442–1448. doi:10.1152/japplphysiol.01046.2015 PMID:26796759 Peer-reviewed A
  12. NASA Johnson Space Center. Houston We Have a Podcast, episode 339: Robotic Surgery in Space (recorded April 10, 2024). www.nasa.gov/podcasts/houston-we-have-a-podcast/robotic-surg… NASA F
  13. Yang GZ, Cambias J, Cleary K, et al. Medical robotics—regulatory, ethical, and legal considerations for increasing levels of autonomy. Sci Robot. 2017;2(4):eaam8638. doi:10.1126/scirobotics.aam8638 PMID:33157870 Peer-reviewed E
  14. U.S. Food and Drug Administration. Marketing submission recommendations for a predetermined change control plan for artificial intelligence-enabled device software functions (guidance). www.fda.gov/regulatory-information/search-fda-guidance-docum… Other E
  15. Space Medicine Foundation. Robotic Medicine series Part 1: Could a humanoid robot be a medical crewmember? spacemedicinefoundation.org/robotic-medicine/series/humanoid… Other E
  16. Space Medicine Foundation. Robotic Medicine series Part 2: Walking RMP-RENAL-001 end to end. spacemedicinefoundation.org/robotic-medicine/series/walking-… Other E
  17. Space Medicine Foundation. Capabilities at a glance. spacemedicinefoundation.org/robotic-medicine/capabilities/ Other E
  18. Space Medicine Foundation. Earth analogs for spaceflight. spacemedicinefoundation.org/research/analogs/ Other E
  19. Space Medicine Foundation. Shared safety rules for the robot-readable protocol library. spacemedicinefoundation.org/robotic-medicine/protocols/#shar… Other E

Machine-checked on 2026-10-26: each URL resolved, each DOI's title/journal/year matched via Crossref, and claims were checked against the source text (abstract or full NASA page). Human verification against full text is still required before review. NASA documents are U.S. Government works (public domain) and are summarized with attribution; journal articles are summarized, not reproduced.

Article info
Authors
Pending (AI-assisted)
Reviewer
AI-assisted draft, sources self-checked against NASA pages, Part 1–2, RMP-RENAL-001 validation/signoff YAML and NASA-STD-3001 §10.6 (Oct 26, 2026); Medical Research Assistant clinical/source pass requested; no named human clinician
Last reviewed
2026-10-26
Literature through
2026-10-26
AI-assisted
Yes (disclosed)
COI
Pending
License
CC BY-SA 4.0
Use
Educational only · Disclaimer
Cite this version
Pending first edition
AI-assisted content for educational use only; not medical advice and not operational guidance. Reviewed: clinical review 2026-10-26 (AI-assisted), by an AI medical research assistant, not a named human clinician. Evidence grades are AI-proposed. Items marked “pending verification” could not be confirmed against a primary source. Disclaimer

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