feat(models): train-time confidence stats stashed on _neurobridge_train_stats

feat(models): calibration metadata — precision-at-threshold bins on _neurobridge_calibration

docs: Day-5 close-out — AGENTS §8 decision layer + trainer CLI

feat(models): SHAP top-k explainer for BBB predictions

feat(models): BBB classifier with predict_with_proba uncertainty