A fixed sound group forecast failed a shared test in 14 SEEG patients and 16 fMRI adults

We tested whether animal, environment, mechanical and music labels improve forecasts of responses to new sounds when the human-vocal group is excluded. Separate human studies supplied SEEG local field potentials and BOLD fMRI. Four people per source supplied a pilot. A local lock preceded endpoints in 14 other patients and 16 other MRI adults. Target sound identities were also reserved. Each predictor used four reference sounds per group. The fine forecast added one quarter of a group correction to the pooled forecast. Mean gains were +1.671 training-variance points in SEEG, with 95% person Student limits [-0.198,+3.540], and +14.375 in fMRI [+12.864,+15.885]. The fixed shared rule failed its SEEG interval gate. Five negative patients remain. Eight other MRI adults had +12.565 points [+10.297,+14.833]. An added exploratory analysis used four Bonferroni Student bounds. Under valid person mean limits, it gave positive mean gain envelopes in both main cohorts for weights above zero and below 0.103. This does not supply independent confirmation. An exact finite-library formula removed panel Monte Carlo error and allowed 999 full training and target sound refits. Their joint ranges crossed zero at weight 0.25 in SEEG and stayed positive at illustrative weight 0.05. Pre-event subtraction left no clear SEEG effect. Thus the small-weight evidence is specific to the prepared panels. Clinical sampling, distinct libraries, acoustic cues, source selection and measurement filters limit neural interpretation. No purely semantic or causal effect is established. The package has permitted inputs, all outcomes, code, source pins and terms, figures and repeat instructions.

auditory cortex · SEEG · fMRI · natural sounds · prediction · negative result · stimulus uncertainty · shrinkage