Free Virtual Clinical Trial Results

What this is

A BVCT (BioinvestGPT Virtual Clinical Trial) produces a model-based, pre-readout prediction — an estimated effect size and a GO/NO-GO call with rationale — for a real, ongoing clinical trial, months before that trial reports. This guide shows the fastest path: point the platform at a sponsor, pull its ongoing trials straight from ClinicalTrials.gov, narrow to the ones reading out in your window, and generate one BVCT per trial.

BVCT predictions are generated from drug structure, mechanism of action, disease biology, and public clinical-trial registry metadata — no proprietary patient-level data and no access to the sponsor's confidential datasets are required. The platform's prospective (ex-ante) track record is published at data.bioinvestgpt.com.

Before you begin

Viewing this guide is free and needs no account. Running BVCTs requires a signed-in account with BVCT Quota:

• Visitor Mode carries a small trial balance — enough to preview the flow, but a real multi-trial run will hit the quota gate at the approval step.
• A registered account starts with a working BVCT Quota. If it runs low, use "Top up BVCT Quota (Free Demo)" on the planner.

Open the workflow

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Open BVCT Remediation

From the Hub, click START on the "Clinically Derisk M&A" card (shown here) — or go straight to https://bvct.bioinvestgpt.com/#/validator/remediation. Confirm the BVCT Type toggle is set to ONGOING (the default).

You can ignore the amber "M&A Due Diligence" panel for this workflow — it's a separate deal-evaluation form. Everything you need is the two sponsor fields and the fetch button below it.

Tip: If you typed the URL directly and don't land on the Remediation planner, open #/validator and click "BVCT Remediation" in the sidebar.

Enter the sponsor name & ticker

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Type the exact sponsor name and ticker

Because the BVCT Type is ONGOING, the two main fields are labelled "Provide the exact company/sponsor name" and "Provide the exact company/sponsor ticker".

• Sponsor name — type it exactly as it appears on ClinicalTrials.gov (e.g., Novo Nordisk A/S, Eli Lilly and Company).
• Ticker — the stock ticker (e.g., NVO, LLY).

Tip: The sponsor name must match the registry's lead-sponsor name, or the fetch may return no trials. If unsure, check the sponsor on clinicaltrials.gov first.

Fetch ongoing trials

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Pull the sponsor's active trials from ClinicalTrials.gov

Click "Fetch Ongoing Human Clinical Trials". The platform queries the ClinicalTrials.gov API for that sponsor's active interventional studies and returns, for each trial: NCT ID, brief title, phase, status, enrollment, and Primary Completion Date.

The Primary Completion Date is the readout date — it's what you'll filter on next. When the fetch finishes, click "View N Ongoing Trials Found" to open the results.

Filter to the readout window

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Narrow to trials reading out in your window

In the trials list, set the Primary Completion Date "from" and "to" filters to your readout window — for example, the next 6–12 months. Optionally filter by phase (e.g., Phase 2/3) and status, and sort by completion date so the soonest readouts are on top.

Tip: Filtering to the readout window first keeps the set small — important, because every trial you select becomes its own full BVCT run.

Select the trials to run

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Click "Use" on each target trial

For each trial you want to value, click "Use". Its NCT ID is added to a comma-separated list; trials already added show an "Added" badge. Pick as many upcoming-readout trials as you want to model for this sponsor.

Generate one BVCT per trial

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Generate

Click Generate. The platform builds one BVCT per NCT ID — each with its own protocol and its own pre-readout prediction.

Each trial is a full model run (about a dozen AI steps), so generation runs sequentially within this session. There is no background batch today — keep the tab open until it finishes.

Tip: Selecting many trials multiplies the quota cost and the wait. Start with a small batch (≈3–5 trials).

Read your results

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Review the prediction for each trial

Open each generated BVCT. You'll see a predicted effect size (vs. standard of care) and a GO/NO-GO call with supporting rationale — available months before the real readout. That's the figure to carry into your valuation, diligence, or prioritization work.

Records also appear under the Remediation and Results panels in the left sidebar. For a deeper diligence artifact on a priority asset, promote any BVCT into the 11-module protocol package at #/validator/packages.

Tip: BVCT comparative numbers are modeled, not observed in a head-to-head clinical trial. Treat the prediction as decision support — see the note at the bottom of this page.

Run many & budget your quota

To cover a portfolio, repeat the loop sponsor by sponsor — name + ticker → Fetch → filter to the readout window → Use → Generate — and track what you've run in a simple worksheet:

Quota budgeting

• There is no cap on how many NCTs you add — and each NCT is one full BVCT that consumes quota.
• Per-trial cost scales with your effect-size threshold setting (higher thresholds cost more), so a large list can drain your balance quickly.
• The Generate button does not stop you when you're out of quota, and a registered balance can go negative and freeze further runs.

Worked example

A concrete end-to-end run on a real ongoing trial. (Primary completion dates are sponsor estimates and can change — confirm on the live registry.)

FAQ

Do I need the sponsor's permission or data?

No. Inputs are public: the sponsor's name/ticker and public ClinicalTrials.gov metadata. No proprietary patient-level data is used.

Why one trial at a time / why the wait?

Each trial is a complete BVCT (about a dozen server-side AI steps) and runs within your session. There is no background batch yet — run sponsors in small batches and keep the tab open.

The fetch returned nothing.

Check that the sponsor name matches the lead-sponsor name on ClinicalTrials.gov exactly, and that the sponsor actually has active interventional trials.

Where do my results go?

Into the Remediation and Results panels in the left sidebar. You can revisit them and, for priority assets, generate the full 11-module package.