Prostate cancer prediction models, guided by clinical conversation

Use free-text questions to identify an appropriate published model, collect verified inputs, and present a structured research estimate with source evidence.

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No sign-in · Do not enter identifiable information · Not for clinical decision-making

LLM-assisted language support is constrained; model formulae and input checks are locally verified.

Core capabilities

From one free-text question to model selection, verified inputs, and a transparent research result.

LLM-guided conversation

Describe the clinical question in everyday language. The platform identifies the decision node and requests only the information needed for the selected model.

Integrated prediction models

Ten published prostate cancer models support pre-diagnostic assessment, risk stratification, treatment discussions, postoperative outcomes, and follow-up.

Structured results

Research estimates, required inputs, model eligibility, and source publications are presented in a consistent reviewable format.

Auditable workflow

The selected model, verified inputs, and model version are shown to support transparent research review.

Supported models

Five decision nodes · ten prediction models

Conversation-guided routing covers pre-biopsy assessment, post-diagnostic stratification, treatment discussions, postoperative outcomes, and recurrence monitoring.

10 models available

NODE 01

Early risk assessment

PCaSAM multimodal MRI segmentation
PHI + mpMRI pre-biopsy risk model

NODE 02

Post-diagnostic risk stratification

UCSF-CAPRA score

NODE 03

Treatment discussion

Treatment outcome comparison in older adults
Postoperative competing-risk survival model

NODE 04

Postoperative functional outcomes

Erectile-function recovery nomograms
RARP 24-month incontinence nomogram
Post-LRP incontinence model

NODE 05

Recurrence and progression monitoring

Post-prostatectomy BCR nomogram
BCR-to-CRPC progression model

Public reviewer access

Ready to review a model-based research estimate?

Public access; no owner account is required.

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