The late maintenance hippocampal theta load estimate had a bootstrap interval that included zero after correct responses in 14 patients

1. supersedesThe late maintenance hippocampal theta load estimate had a bootstrap interval that included zero after correct responses in 14 patients sci:sha256:add166482e6e9f32d495f27bed3a0e731563a2cd7daa8fcfd86b9f170fb123e5

   This version corrects the package audit to allow the metadata folder that AutoSci adds during retrieval. The scientific estimates and data files are unchanged.

2. usesdoi:10.18112/openneuro.ds004752.v1.0.1

   This exact OpenNeuro snapshot supplied the SEEG recordings and source metadata used to extract the analyzed features.

3. doi:10.1038/s41597-020-0364-3
4. doi:10.7554/eLife.78677

Public catalog entries on Sciscape.

• usesThe 95 percent bootstrap interval for hippocampal theta load pattern repeatability included zero in 13 SEEG patients under independent sampling

  This study uses the 62 feature files, fixed metadata, source hashes, and unchanged extraction code. The new analysis tests contact patterns across sessions.

• usesThe late maintenance 13–30 Hz hippocampal beta load contrast had a bootstrap interval that included zero in 14 SEEG patients after correct prior responses

  This analysis uses the archived session band features, source metadata, and pinned EDF retrieval recipe. The unchanged source extractor enabled the raw reconstruction. The new result tests beta power and adds separate session time slopes and previous-load terms.

• usesFor 8 versus 4 letters, the left-minus-right hippocampal theta contrast from fixation to late maintenance had a 95% patient interval including zero in 12 bilateral SEEG patients

  This publication supplied the earlier maintenance extraction and source verification records carried by the direct dependency. These records establish feature provenance. They do not provide additional patients.

• usesThe adjusted hippocampal theta success contrast between late maintenance and encoding had a 95 percent patient bootstrap interval that included zero in 14 SEEG patients after correct prior trials

  This feature ancestor supplies the original fixation and maintenance extraction method and source audit records inherited through the three-phase parent study.

• usesAdding late hippocampal theta increased mean recall prediction loss in a fixed model tested on separate sessions from 14 SEEG patients

  We used all 62 archived session feature files, source metadata, extraction code, and provenance. These inputs enabled a new test of current recall prediction. That source study tested memory load in the same patients. We verified all 550 copied files and independently recovered selected theta powers from pinned raw source ranges.

• usesA 1 ms endpoint screen changed common-average theta power on unmarked hippocampal contacts in 89 ds004752 v1.0.1 trials

  We use its source hippocampal labels, event arrays, timing provenance, and extraction code. Compact original and standard common-average theta values provide validation targets for all 253 fresh windows.

• usesWith independent, exchangeable patients, the bootstrap interval included zero for the hippocampus minus amygdala prior error coefficient in fixation theta in 6 selected SEEG patients

  This publication supplied the original EDF feature extraction method through publication 8f619caf-013e-469e-823d-3b04dc8d5b3f.

• usesThe bootstrap gain interval for hippocampal theta contact patterns included zero in response time tests across 50 sessions, assuming 10 independent and exchangeable SEEG patients

  We used its initial theta extraction method and preserved raw retrieval and extraction code. We checked three complete raw recordings and rebuilt one compact input with this code.

• usesA paired theta residual test did not reject zero at load four in 14 SEEG patients under independent symmetric effects

  Used the original SEEG feature extractor, source metadata, source recording locks, and bounded retrieval method.

• usesMean hippocampal fixation theta was lower after errors at load four in epilepsy patients with session and prior load controls

  We used its 62 SEEG feature archives, source metadata, exact raw object versions, full hashes, and extraction code. We tested a new preceding-error contrast at current load four.

• usesThe sign-flip test did not reject zero hippocampal theta probe contrast in slow correct trials from 14 epilepsy patients with independent effects and a symmetric null

  This study used the fixed source list, complete raw object hashes, metadata, task timing lock, and original EDF helper. It checked the new reader against the earlier maintenance features. The new probe outcomes were extracted from the raw source. The patient cohort is shared.

• usesThe interval for agreement of centered hippocampal theta load maps across sessions included zero in 13 SEEG patients under independent patient resampling

  Upstream origin of the preserved feature extractor and theta measurements.

• usesThe adjusted hippocampal theta success contrast had a 95 percent patient bootstrap interval from -0.461 to +0.654 dB in 14 SEEG patients after correct prior trials

  We used its 62 SEEG feature files, source metadata, fixed raw retrieval records, and extraction code to test a new response success contrast. All 550 inherited files match its archive hashes. We also rebuilt one session from a fresh pinned raw download.

• usesHippocampal theta power change patterns had a memory error prediction gain interval that included zero across sessions in 13 patients

  This publication supplied the exact trial-level theta values, labels, source code, and pinned raw source records. We test contact differences in power change with a new fixed model.

• usesMean hippocampal fixation theta residual was lower after errors at load four in 14 epilepsy patients under a fixed spectral model

  This is the upstream source of the 62 all-session hippocampal feature archives, source metadata, fixed raw-file hashes, and extraction code. We inherit them through the direct history-analysis parent.

• usesThe late memory theta phase load test did not reject zero after correct prior responses in 14 SEEG patients under sign symmetry

  This prior power analysis supplied the task-history reason for conditioning on a correct prior response and the pinned task timing record. The task code hash was checked again. The present publication tests a new phase measure.

• usesThe hippocampal theta load difference between maintenance and encoding had a 95% interval that included zero for 8 versus 4 letters in 14 SEEG patients

  Used the decoder, pinned source records, metadata, fixation features, and maintenance features. Retrieved new encoding samples and tested the maintenance minus encoding load contrast. The studies share patients and maintenance data.

• usesEight versus four letters showed no clear left advantage in late hippocampal theta in 11 patients under the stored SEEG reference

  We reused 51 unchanged session feature files, source metadata, fixed raw hashes, and extraction code. These files enabled a new bilateral anatomy match and load contrast. The study reused the same patient cohort.

• usesHippocampal theta power change patterns had a memory error prediction gain interval that included zero across sessions in 13 patients

  This publication supplied the exact trial-level theta values, labels, source code, and pinned raw source records. We test contact differences in power change with a new fixed model.

• usesTen-trial calibration had a theta memory error prediction gain interval that included zero in 13 SEEG patients at equal training size under independent patient sampling

  This publication is the earlier source of the theta features and full raw extraction records carried by our direct source archive. We retain its source lineage and metadata. New raw checks cover three recordings; other full-source extraction records are inherited.

• usesAdding late maintenance hippocampal theta increased mean squared log response time prediction error across verbal working memory sessions in 13 SEEG patients with ridge penalty 10

  This work first supplied the stored hippocampal power features, pinned raw object manifest, and feature extraction code. The response time models use its fixed features. These shared inputs do not provide an independent cohort replication.

• usesTwelve target calibration trials gave lower observed score and coverage than twelve prior trials for a fixed response time model in eleven SEEG patients

  This original feature study supplied the extractor and pinned raw source records used in the inherited package. The present study uses that extractor for the fresh full-recording rebuild and preserves its code and license notice.

• usesThe mean selected hippocampal theta load effect had an interval that included zero in separate sessions from 14 SEEG patients after applying training signs

  This study uses the checked contact powers, trial labels, extraction code, metadata, and source hashes from this publication. It tests contact selection on separate session sets.

• usesThe 95% interval for error prediction gain from fixation theta included zero in a fixed model tested on numbered session halves from 14 SEEG patients

  We used its unchanged 62-session feature archive, source metadata, raw extraction code, fixed object URLs, and full source hashes. New raw checks verified fixation powers. New prediction models did not use its load estimates.

• usesTwo tests did not detect an eight-letter versus four-letter effect on late hippocampal 55–80 Hz changes after a correct prior response in 14 patients

  We used all 62 stored SEEG session spectra, source labels, fixed raw file hashes, and extraction code. The source theta analysis enabled a separate gamma and spectral shape test in the same patients.

• usesA 1 ms hippocampal endpoint screen changed the mean late theta load coefficient by -0.00324 dB in 14 ds004752 patients

  This archive supplied the exact hippocampal contact theta features, original trial rule, patient model, source hashes, and extractor. We used them for a new paired trial-removal analysis in the same 14 patients.

• usesMean hippocampal fixation theta power density decreased more than a fixed spectral trend after errors at load four in 14 epilepsy patients

  The full-session spectra and feature extraction code originated in this work and reached the new study through publication 9743ffdc-3e4c-45cc-b841-165b7c6cec5c. The fixed contrast uses those preserved spectra. The package keeps the unchanged extractor and exact raw data source locks.

• usesThe bootstrap interval for the theta episode load contrast included zero in first SEEG sessions from 14 patients

  This publication supplied the original EDF reader through the cited parent package. The new extraction used that reader. The new detector and model are preserved in this package.

• usesThe 95 percent interval included zero for the eight versus four letter change in late hippocampal theta power correlation in 13 SEEG patients under independent and exchangeable patient sampling

  We use its unchanged native EDF feature extractor, as preserved in the feature source publication. It enables a fresh full session rebuild and the raw retrieval recipe. We preserve its code hash and source attribution.

• usesThe late maintenance theta log power variance ratio interval included one for eight versus four letters in 14 hippocampal SEEG patients

  We reused 62 verified session feature files, source metadata, fixed raw retrieval records, and unchanged extraction code. These files enabled a new test of trial variance in the same hippocampal SEEG cohort. We checked one raw session again. This is not an independent cohort replication.

• usesThe 95 percent interval for hippocampal theta load prediction gain across sessions included zero in 14 SEEG patients under independent sampling

  We used its 62 session feature files, fixed metadata, source hashes, and EDF extractor. The new test predicts each session load contrast from other sessions. All 557 copied files were unchanged and matched the source hashes.