validation-suite
Full simulation validation workflow. Run comprehensive checks comparing simulation output to NFL statistical targets across all categories.
Full simulation validation workflow. Run comprehensive checks comparing simulation output to NFL statistical targets across all categories.
当社EHR-RWDの強み(経過記録テキスト、臨床サマリー、検査値)を最大限活用する 研究デザインを設計する。クレームDB(JMDC/MDV)では不可能な研究要素を具体化。
Guidelines for visual predictive checks following Säilynoja et al. recommendations using ArviZ
Dereplication only - match observed 13C shifts against reference databases to identify known compounds. Use for quick checks if a compound is already known before deciding whether full CASE is needed.
Support clinical trial safety planning using FDA adverse event data. Use when users ask about safety monitoring plans, protocol safety sections, comparator drug safety, or special population considerations for clinical trials.
Use PubMed & Scholar Gateway to extract PETase (and PET hydrolase) variants and effects from 2024–2025 papers into a standardized table with citations.
Perform rapid initial screening using only sanctions, PEP, and adverse media checks for quick risk assessment
Check if a speleothem anomaly correlates with volcanic eruptions. Use when ruling out volcanic false positives, checking eVolv2k/VSSI records, or validating seismic interpretations. Triggers on "volcanic check", "eruption correlation", "rule out volcanic", "eVolv2k".
Remove pattern filters that second-guess RL model predictions. Trigger when: (1) signals show past threshold but status is HOLD, (2) pattern filter blocks model signals, (3) external gates contradict trained model, (4) dashboard shows disconnect between signal strength and action.
Expert guidance for nautical sail (vela) membranes and thin-structure modeling with numerical stabilization. Use for questions about unstable or divergent computations, nonlinear solve failures, time integration instability, conditioning or preconditioning, contact/constraints, or FSI issues in tensioned membrane or thin-shell structures for sails and rigging.