Assess drug discovery feasibility scientifically
insilico-feasibility-and-track-recordworkflowsetup L2★0
AnshumanAtrey/cancer-recog-apoptosis ↗What it does
Assess in-silico drug discovery feasibility and real clinical track record
Best for
Honestly evaluating which in-silico predictions have real clinical track records versus hype, with explicit real_world_status per example.
Inputs
- · [object Object]
Outputs
- · [object Object]
Requires
- · Web search
- · Clinical trial databases
- · Drug approval records
Preconditions
Access to latest FDA/EMA approval data and clinical trial registries; knowledge cutoff recent (2026)
Failure modes
- · Marketing claims (AI-designed drug) confused with clinical reality (preclinical only)
- · Overstating confidence in silico predictions without wet-lab validation
- · Cherry-picking successes and ignoring failed examples
- · Confusing "in trials" with "approved"
Trust signals
- · Examples must include real_world_status enum (Phase I/II/III/approved/discontinued)
- · skipped_wetlab boolean forces explicit acknowledgment that wet-lab WAS used
- · Citations required for each clinical claim
- · Limitations section mandatory