Cognitive Modification — Intervention × Endpoint × Evidence Matrix
| Lineage / study | Population publicly established | Mechanism / target | Endpoint(s) named or measured | Results publicly verifiable? | Evidence status | Atlas use |
|---|
| GENAMAT active cTBS + AMT | Community young adults differentiated on anxiety | attention + DLPFC modulation | positive/emotional attention; anxiety | Yes, peer-reviewed | matched-proximal; anxiety tension | Supports attention/gaze modification; does not support added anxiety benefit from active cTBS |
| Standalone ABM, SSSP 2024 | Non-clinically anxious individuals | attention bias | eye tracking / attention | No results located | conference-only | Establishes lineage only |
| HAB-2026-A pre/post | Non-clinical population | hostile attribution; narcissism context | aggression; emotion regulation | No | conference-only | Do not infer change direction |
| HAB-2026-B multimodal | Not publicly specified | hostile attribution | aggressive behavior | No | conference-only | Protocol and effect unresolved |
| HAB-2026-C pilot | Young adults | hostile attribution bias modification | angry rumination | No | conference-only | Distinct cognitive endpoint; not equivalent to anger/aggression |
| Combined ABM EFCAP 2026 | Community sample | attention bias | title implies attention-bias outcomes | No | conference-only; provenance incomplete | Do not merge with GENAMAT |
Keynote endpoint status
| 2026 composite endpoint | Current public evidence status | Reason |
|---|
| Shift attention toward positive/emotional stimuli | Supported proximally | Peer-reviewed GENAMAT findings support attention/gaze change |
| Reduce anxiety | Partial / tension | AMT-associated change exists, but active cTBS did not add superior anxiety reduction |
| Reduce anger | Conference-only / provenance unresolved | No results-bearing attention-modification paper located |
| Reduce antisocial behavior | Conference-only / source unidentified | No verified outcome paper located in this branch |
| Reduce psychopathic traits | Conference-only / source unidentified | No verified outcome paper; narcissism ≠ psychopathic traits |
| Reduce aggression | Targeted in HAB conference studies; effect unverified | Titles identify endpoint but results are unavailable |
| Improve emotion regulation | Targeted in HAB conference study; effect unverified | Same limitation |
| Reduce angry rumination | Targeted in pilot; effect direction unverified | Title confirms endpoint but not result |
Learner rule
A title can establish what was studied. It cannot establish what changed.
HRV biofeedback additions — v0.3.5
| Intervention | Endpoint | Evidence located | Status |
|---|
| HRV biofeedback + Zukor's Drive | SC stress reactivity | results-bearing dissertation, randomized vs waiting list | supported, subgroup/task dependent |
| HRV biofeedback + Zukor's Drive | LF/HF under stress | results-bearing dissertation | supported as measured ratio change; interpretation constrained |
| HRV biofeedback + Zukor's Drive | emotion regulation | dissertation author interpretation of physiological changes | supported-with-qualification |
| HRV biofeedback + Zukor's Drive | anxiety reduction | no public direct intervention endpoint result located in dissertation audit | unresolved |
| HRV biofeedback + Zukor's Drive | externalizing/antisocial reduction | manuscript under review; public results not located | unresolved |
| HRV biofeedback + Zukor's Drive | CU-trait reduction | keynote claim; no direct dissertation result located | unresolved / evidence gap |
| HRV biofeedback + Zukor's Drive | durable benefit | no follow-up | unknown |
