A support-aware DSS integrates replay, OPE, lower-bound ranking, multi-sided guardrails, out-of-time validation, and interference-aware design to output launch-readiness classifications rather than single performance estimates, applied to RTB logs where a margin-gated floor policy is selected for va
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2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
UNVERDICTED 2representative citing papers
UniReason-Med introduces a unified framework for 2D and 3D medical VQA with shared grounded reasoning, trained on a 220K dataset, claiming that joint 2D+3D supervision improves 3D performance over 3D-only training.
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Decision Support for Marketplace Policies under Incomplete Evidence: From Replay to Launch Readiness
A support-aware DSS integrates replay, OPE, lower-bound ranking, multi-sided guardrails, out-of-time validation, and interference-aware design to output launch-readiness classifications rather than single performance estimates, applied to RTB logs where a margin-gated floor policy is selected for va