Prediction Is Not Detection: Evaluating Pre-Recognition Claims in Longitudinal Clinical AI

arXiv:2609.25852 · cs.AI · Submitted 2026-09-22 · Read on arXiv

cs.AI

Submitted: 2026-09-22

Updated: 2026-09-22

Comments: 27 pages, 1 figure, 3 tables, 1 box; includes Supplementary Note

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Calibration — 8× in this paper · explained in 7 episodes
• Accuracy — 7× in this paper · explained in 1 episode
• Trace — 7× in this paper · explained in 2 episodes
• Aggregation — 3× in this paper · explained in 1 episode
• Entanglement — 3× in this paper · explained in 3 episodes
• Robustness — 3× in this paper · explained in 5 episodes
• Benchmark — 2× in this paper · explained in 2 episodes
• Causal Inference — 2× in this paper · explained in 4 episodes
• Consistency — 2× in this paper · explained in 3 episodes
• Foundation Model — 2× in this paper · explained in 3 episodes
• Information Gain — 2× in this paper · explained in 2 episodes
• Provenance — 2× in this paper · explained in 3 episodes
• Abstraction — 1× in this paper · explained in 1 episode
• Exchangeability — 1× in this paper · explained in 2 episodes
• External Validation — 1× in this paper · explained in 2 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Frozen model — 1× in this paper · explained in 2 episodes

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