Perio LO-Agent Map
Maps the Periodontics learning objectives (DMD3S1) to the live
D3S1::PerioAnki deck, ranks objectives most→least likely-to-be-tested, and gives paste-ready filtered-deck queries as an importance-band × yield matrix (incl. an 80/20 Pareto core). Built 2026-05-23 against real card counts. Ranking signals, strongest first: (S2) the Perio Exam Tips recall note (the only direct exam signal — no curated exam-high deck exists for Perio), (S3) per-lecture emphasis (one agent per lecture), (S4) minimal web search. Selection is by tag, scoped bydeck:"D3S1::Perio"(yield/LO live in tags, shared across subjects — always keep the deck scope).
§A — Anki Snapshot
| Metric | Value |
|---|---|
| Deck | D3S1::Perio (L1–L6, structure Lecture::Topic-slug::Yield::Scope) |
| Total cards | 1838 (911 notes) |
| High_Yield | 759 · Medium_Yield 682 · Low_Yield 235 |
| Untiered (~Images + 1 placeholder) | ~162 |
LO:: tags present | 58 (≈1:1 with topic-slugs) + LO::UNASSIGNED (60 cards) |
| Yield / scope / type tags | Anki_Creator_Yield_Scope::{High,Medium,Low}_Yield, …::{Broad,Mid,Small}_Scope, Anki_Creator::{Case_Study,Front_Back,Image,Image_Occlusion,Quiz} |
ankicreator::isolated-good-yield-fact | 0 (clean) |
| Curated exam-high deck | none for Perio (cf. MIR/OralMed/OralSurgery under D3S1::Exams) |
L6 yields were assigned on 2026-05-23
L6 cards shipped without yield tags (328/348 untiered). A dedicated agent classified all 180 untagged notes from card content + the exam-tips emphasis; tags were written with
addTags(65 High / 84 Medium / 31 Low notes). L6 now mirrors L1–L5: 123 High / 172 Medium / 53 Low. This is the only collection write (see §E).
§A1 — LO ↔ tag coverage & gaps
All 58 LO bullets resolve to a LO:: tag (verified live). Coverage flags:
- Strong High coverage (Pareto LOs all have ≥7 High cards) — see §B.
- 0-High gap:
LO::Occlusal_Adjustment_Splinting_Modalities(35 cards, 0 High / 28 Med) andLO::Interdisciplinary_Perio-Prostho_Foundation(1 High) — splinting/management detail; sit in the Tail band, surface only via Core-broad. - Unmapped isolated facts:
LO::UNASSIGNED= 60 cards (all L5): mucoperiosteal flap thickness types, advanced regen (growth factors, Gem21s/PDGF, 3D scaffolds, cell/gene therapy), healing-assessment parameters (CAL, re-entry), and a palatal-root-groove management case. These escape every LO-band filter → captured by the Rescue filter (§D).
§B — Per-lecture LO ranking
One agent per lecture ranked its LOs by exam-likelihood (most→least).
H/M/L= live High/Medium/Low card counts. Band = final cross-lecture grouping used by the filters (§C): Pareto ⊂ Core; Tail = low-priority (excluded from Core). ⭐ = direct Perio Exam Tips hit.
L1 Introduction to Periodontal Surgery
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Indications & contraindications for perio surgery ⭐ | Periodontal_Surgery_Indications | 17/10/3 | Pareto |
| Classify surgical procedures (resective/regen/access/plastic) ⭐ | Periodontal_Surgical_Classifications | 16/5/0 | Pareto |
| Regenerative modalities (GTR/EMD/grafts; regen vs repair) ⭐ | Regenerative_Surgery_Modalities | 7/7/1 | Pareto |
| EFP S3 treatment sequence (Steps 0–4) | EFP_S3_Treatment_Sequence | 29/8/11 | Core |
| Surgical incision sequence | Surgical_Incision_Sequence | 10/4/0 | Core |
| Flap design principles ⭐ | Flap_Design_Principles | 9/3/0 | Core |
| Furcation defect management | Furcation_Defect_Management | 7/5/0 | Core |
| Crown lengthening (aesthetic & functional) | Crown_Lengthening_Procedures | 6/1/0 | Core |
| GTR barrier membrane principles | GTR_Membrane_Principles | 5/3/0 | Core |
| Osseous resective surgery | Osseous_Resective_Surgery | 1/2/1 | Tail |
L2 Gingival Recession and Overgrowth
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Root coverage procedures (CAF/CTG/FGG/Tunnel/LPF) ⭐ | Root_Coverage_Procedures | 16/17/0 | Pareto |
| Recession classification (Miller/S&A/Cairo RT1–3) | Recession_Classification_Systems | 19/5/1 | Core |
| Aetiological factors (anatomical/inflammatory/traumatic/iatrogenic) | Recession_Etiological_Factors | 19/10/0 | Core |
| Manage gingival overgrowth (non-surgical & surgical) | Gingival_Overgrowth_Management | 10/30/3 | Core |
| Prognostic factors for recession treatment | Recession_Treatment_Prognosis | 11/5/0 | Core |
| Drug-induced overgrowth pathogenesis (phenytoin/CsA/CCB) | Drug-Induced_Overgrowth_Pathogenesis | 8/10/9 | Core |
| Clinical consequences of recession | Gingival_Recession_Consequences | 7/2/0 | Tail |
| Recession definition & epidemiology | Recession_Definition_Epidemiology | 6/2/3 | Tail |
L3 Endo Perio
No direct exam-tip hits — L3 competes for fewer MCQs; study the top of the list densely.
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Treatment sequencing (endo first, ≥4-week wait) | Endo-Perio_Treatment_Sequencing | 20/25/1 | Pareto |
| Essential Three diagnostics (sensibility/probing/radiograph) | Combined_Lesion_Diagnostics | 15/18/3 | Core |
| Classify endo-perio lesions (EFP ± root damage, grades 1–3) | Endo-Perio_Lesion_Classification | 14/5/8 | Core |
| Lesion-origin decision tree (Linde) | Linde_Lesion_Origin_Tree | 19/6/2 | Core |
| Multifactorial prognosis framework | Multifactorial_Prognosis_Assessment | 10/31/0 | Core |
| Anatomical communication pathways (accessory canals) | Anatomical_Communication_Pathways | 11/6/1 | Core |
| Manage root damage (VRF/perforation/resorption) | Root_Damage_Management | 3/15/4 | Core |
| Diagnostic pitfalls (transient pulpal response) | Diagnostic_Pitfall_Recognition | 8/6/6 | Tail |
| Bidirectional spread (pulp→perio common; perio→pulp rare) | Bidirectional_Pathological_Spread | 6/5/4 | Tail |
| Cortellini 2011 regenerative outcomes | Regenerative_Therapy_Outcomes | 6/2/4 | Tail |
L4 Perio Resto
No direct exam-tip hits, but biologic width is a perennial written-exam topic.
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Consequences of biologic width violation | Biologic_Width_Violation_Consequences | 16/6/0 | Pareto |
| Biologic width dimensions (Gargiulo; Schmidt variability) | Biologic_Width_Dimensions | 14/7/8 | Core |
| Restorative margin classification (supra/equi/subgingival) | Restorative_Margin_Classification | 13/25/9 | Core |
| Prerequisites for comprehensive dentistry | Comprehensive_Dentistry_Prerequisites | 21/15/7 | Core |
| Crown lengthening assessment (<3 mm rule, bone sounding) | Crown_Lengthening_Assessment | 9/7/3 | Core |
| Restorative design for plaque retention | Restorative_Plaque_Retention | 15/6/0 | Core |
| Crown lengthening surgical techniques (BW × KT matrix) | Crown_Lengthening_Surgical_Techniques | 6/20/2 | Core |
| Subgingival margin management (Carvalho) | Subgingival_Margin_Management | 8/1/3 | Tail |
| Interdisciplinary perio→prostho foundation | Interdisciplinary_Perio-Prostho_Foundation | 1/10/10 | Tail |
| Manage overhanging/defective restorations | Defective_Restoration_Management | 4/1/3 | Tail |
L5 Wound healing and regeneration
Densest exam-relevant lecture; the exam tips explicitly flag healing phases + cell types and GTR/graft material types.
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Four phases of healing + epithelial migration “wins the race” ⭐ | Periodontal_Wound_Healing_Phases | 30/22/4 | Pareto |
| Melcher hypothesis (cell type → outcome) ⭐ | Melcher_Hypothesis_Regeneration | 29/2/4 | Pareto |
| Emdogain (EMD) indications & contraindications ⭐ | Emdogain_Regeneration_Indications | 39/17/6 | Pareto |
| Bone graft classification (osteogenic/inductive/conductive/scaffold) ⭐ | Bone_Graft_Material_Classification | 12/25/7 | Pareto |
| LJE (repair) vs true regeneration; histology gold standard | LJE_Versus_True_Regeneration | 30/24/1 | Core |
| Intrabony defect morphology (1/2/3-wall) & regen potential | Intrabony_Defect_Morphology | 25/20/0 | Core |
| Patient & defect factors affecting regeneration | Regeneration_Patient_Factors | 20/7/2 | Core |
| GTR membrane function (resorbable vs non-resorbable) ⭐ | GTR_Membrane_Function | 6/10/11 | Core |
| Critical surgical elements for regeneration | Surgical_Regeneration_Principles | 11/3/0 | Core |
| Three intentions of wound healing (1st/2nd/3rd) | Wound_Healing_Intentions | 7/5/4 | Tail |
L6 The role of Occlusion in Periodontal therapy
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Jiggling forces mechanism (bidirectional, funnel crest) ⭐ | Jiggling_Forces_Mechanism | 9/12/0 | Pareto |
| Clinical & radiographic signs of TFO (fremitus, mobility, PDL widening) | Trauma_From_Occlusion_Signs | 31/29/4 | Pareto |
| PDL physiology & changes from traumatic occlusion ⭐ | PDL_Physiology_Adaptive_Capacity | 10/18/3 | Pareto |
| Occlusal trauma ↔ periodontitis (co-destruction, not initiation) | Occlusal_Trauma_Periodontitis_Relationship | 24/20/12 | Core |
| Define occlusal trauma (2017 World Workshop) | Occlusal_Trauma_Classification | 17/19/16 | Core |
| Primary vs secondary occlusal trauma | Primary_Secondary_Occlusal_Trauma | 6/9/0 | Core |
| Pathological mobility assessment (Periotest, Miller) | Pathological_Tooth_Mobility_Assessment | 11/24/7 | Core |
| Histological responses (pressure/tension) | Histological_Responses_Traumatic_Forces | 8/10/0 | Core |
| Occlusal adjustment & splinting modalities | Occlusal_Adjustment_Splinting_Modalities | 0/28/7 | Tail |
| Abfraction & recession evidence (2017) | Abfraction_Gingival_Recession_Evidence | 7/3/2 | Tail |
§C — Bands
Band 1 — Pareto Core (13 LOs · 480 cards). The jeev-anchored must-knows + one insurance pick each for the jeev-cold L3/L4. Every direct exam-tip topic is here.
Periodontal_Surgery_Indications · Periodontal_Surgical_Classifications · Regenerative_Surgery_Modalities · Root_Coverage_Procedures · Endo-Perio_Treatment_Sequencing · Biologic_Width_Violation_Consequences · Periodontal_Wound_Healing_Phases · Melcher_Hypothesis_Regeneration · Emdogain_Regeneration_Indications · Bone_Graft_Material_Classification · Jiggling_Forces_Mechanism · Trauma_From_Occlusion_Signs · PDL_Physiology_Adaptive_Capacity
Band 2 — Core (46 LOs · 1603 cards). All LOs except the 12 Tail LOs and UNASSIGNED. Expressed as an exclusion (shorter and equivalent to OR-ing the 46). Tail LOs excluded:
Osseous_Resective_Surgery · Gingival_Recession_Consequences · Recession_Definition_Epidemiology · Diagnostic_Pitfall_Recognition · Bidirectional_Pathological_Spread · Regenerative_Therapy_Outcomes · Subgingival_Margin_Management · Interdisciplinary_Perio-Prostho_Foundation · Defective_Restoration_Management · Wound_Healing_Intentions · Occlusal_Adjustment_Splinting_Modalities · Abfraction_Gingival_Recession_Evidence
§D — Filter matrix (paste-ready)
Build with Tools → Create Filtered Deck (
Ctrl+Alt+F) → paste a query → Build. Build one at a time (overlapping filtered decks cannibalise cards). Each filter has two variants — (a)is:newfor fresh cramming, (b) due/review for retention. The deck is currently all-new, so the (b) counts are 0 today and grow as you study. Ladder (live): Pareto-strict 252 ⊂ Core-strict 698 ⊂ Core-broad 1286 ⊂ deck 1838.
Pareto-strict — Band 1 ∩ High_Yield (252 cards)
(a) new — 252
deck:"D3S1::Perio" (tag:LO::Periodontal_Surgery_Indications OR tag:LO::Periodontal_Surgical_Classifications OR tag:LO::Regenerative_Surgery_Modalities OR tag:LO::Root_Coverage_Procedures OR tag:LO::Endo-Perio_Treatment_Sequencing OR tag:LO::Biologic_Width_Violation_Consequences OR tag:LO::Periodontal_Wound_Healing_Phases OR tag:LO::Melcher_Hypothesis_Regeneration OR tag:LO::Emdogain_Regeneration_Indications OR tag:LO::Bone_Graft_Material_Classification OR tag:LO::Jiggling_Forces_Mechanism OR tag:LO::Trauma_From_Occlusion_Signs OR tag:LO::PDL_Physiology_Adaptive_Capacity) tag:Anki_Creator_Yield_Scope::High_Yield is:new
(b) due/review — 0 now
deck:"D3S1::Perio" (tag:LO::Periodontal_Surgery_Indications OR tag:LO::Periodontal_Surgical_Classifications OR tag:LO::Regenerative_Surgery_Modalities OR tag:LO::Root_Coverage_Procedures OR tag:LO::Endo-Perio_Treatment_Sequencing OR tag:LO::Biologic_Width_Violation_Consequences OR tag:LO::Periodontal_Wound_Healing_Phases OR tag:LO::Melcher_Hypothesis_Regeneration OR tag:LO::Emdogain_Regeneration_Indications OR tag:LO::Bone_Graft_Material_Classification OR tag:LO::Jiggling_Forces_Mechanism OR tag:LO::Trauma_From_Occlusion_Signs OR tag:LO::PDL_Physiology_Adaptive_Capacity) tag:Anki_Creator_Yield_Scope::High_Yield (is:due OR is:review)
Pareto-broad — Band 1 ∩ (High OR Medium) (447 cards)
(a) new — 447
deck:"D3S1::Perio" (tag:LO::Periodontal_Surgery_Indications OR tag:LO::Periodontal_Surgical_Classifications OR tag:LO::Regenerative_Surgery_Modalities OR tag:LO::Root_Coverage_Procedures OR tag:LO::Endo-Perio_Treatment_Sequencing OR tag:LO::Biologic_Width_Violation_Consequences OR tag:LO::Periodontal_Wound_Healing_Phases OR tag:LO::Melcher_Hypothesis_Regeneration OR tag:LO::Emdogain_Regeneration_Indications OR tag:LO::Bone_Graft_Material_Classification OR tag:LO::Jiggling_Forces_Mechanism OR tag:LO::Trauma_From_Occlusion_Signs OR tag:LO::PDL_Physiology_Adaptive_Capacity) (tag:Anki_Creator_Yield_Scope::High_Yield OR tag:Anki_Creator_Yield_Scope::Medium_Yield) is:new
(b) due/review — 0 now
deck:"D3S1::Perio" (tag:LO::Periodontal_Surgery_Indications OR tag:LO::Periodontal_Surgical_Classifications OR tag:LO::Regenerative_Surgery_Modalities OR tag:LO::Root_Coverage_Procedures OR tag:LO::Endo-Perio_Treatment_Sequencing OR tag:LO::Biologic_Width_Violation_Consequences OR tag:LO::Periodontal_Wound_Healing_Phases OR tag:LO::Melcher_Hypothesis_Regeneration OR tag:LO::Emdogain_Regeneration_Indications OR tag:LO::Bone_Graft_Material_Classification OR tag:LO::Jiggling_Forces_Mechanism OR tag:LO::Trauma_From_Occlusion_Signs OR tag:LO::PDL_Physiology_Adaptive_Capacity) (tag:Anki_Creator_Yield_Scope::High_Yield OR tag:Anki_Creator_Yield_Scope::Medium_Yield) (is:due OR is:review)
Core-strict — Band 2 ∩ High_Yield (698 cards)
(a) new — 698
deck:"D3S1::Perio" -tag:LO::UNASSIGNED -tag:LO::Osseous_Resective_Surgery -tag:LO::Gingival_Recession_Consequences -tag:LO::Recession_Definition_Epidemiology -tag:LO::Diagnostic_Pitfall_Recognition -tag:LO::Bidirectional_Pathological_Spread -tag:LO::Regenerative_Therapy_Outcomes -tag:LO::Subgingival_Margin_Management -tag:LO::Interdisciplinary_Perio-Prostho_Foundation -tag:LO::Defective_Restoration_Management -tag:LO::Wound_Healing_Intentions -tag:LO::Occlusal_Adjustment_Splinting_Modalities -tag:LO::Abfraction_Gingival_Recession_Evidence tag:Anki_Creator_Yield_Scope::High_Yield is:new
(b) due/review — 0 now
deck:"D3S1::Perio" -tag:LO::UNASSIGNED -tag:LO::Osseous_Resective_Surgery -tag:LO::Gingival_Recession_Consequences -tag:LO::Recession_Definition_Epidemiology -tag:LO::Diagnostic_Pitfall_Recognition -tag:LO::Bidirectional_Pathological_Spread -tag:LO::Regenerative_Therapy_Outcomes -tag:LO::Subgingival_Margin_Management -tag:LO::Interdisciplinary_Perio-Prostho_Foundation -tag:LO::Defective_Restoration_Management -tag:LO::Wound_Healing_Intentions -tag:LO::Occlusal_Adjustment_Splinting_Modalities -tag:LO::Abfraction_Gingival_Recession_Evidence tag:Anki_Creator_Yield_Scope::High_Yield (is:due OR is:review)
Core-broad — Band 2 ∩ (High OR Medium) (1286 cards)
(a) new — 1286
deck:"D3S1::Perio" -tag:LO::UNASSIGNED -tag:LO::Osseous_Resective_Surgery -tag:LO::Gingival_Recession_Consequences -tag:LO::Recession_Definition_Epidemiology -tag:LO::Diagnostic_Pitfall_Recognition -tag:LO::Bidirectional_Pathological_Spread -tag:LO::Regenerative_Therapy_Outcomes -tag:LO::Subgingival_Margin_Management -tag:LO::Interdisciplinary_Perio-Prostho_Foundation -tag:LO::Defective_Restoration_Management -tag:LO::Wound_Healing_Intentions -tag:LO::Occlusal_Adjustment_Splinting_Modalities -tag:LO::Abfraction_Gingival_Recession_Evidence (tag:Anki_Creator_Yield_Scope::High_Yield OR tag:Anki_Creator_Yield_Scope::Medium_Yield) is:new
(b) due/review — 0 now
deck:"D3S1::Perio" -tag:LO::UNASSIGNED -tag:LO::Osseous_Resective_Surgery -tag:LO::Gingival_Recession_Consequences -tag:LO::Recession_Definition_Epidemiology -tag:LO::Diagnostic_Pitfall_Recognition -tag:LO::Bidirectional_Pathological_Spread -tag:LO::Regenerative_Therapy_Outcomes -tag:LO::Subgingival_Margin_Management -tag:LO::Interdisciplinary_Perio-Prostho_Foundation -tag:LO::Defective_Restoration_Management -tag:LO::Wound_Healing_Intentions -tag:LO::Occlusal_Adjustment_Splinting_Modalities -tag:LO::Abfraction_Gingival_Recession_Evidence (tag:Anki_Creator_Yield_Scope::High_Yield OR tag:Anki_Creator_Yield_Scope::Medium_Yield) (is:due OR is:review)
Rescue — unmapped isolated facts (60 cards)
High-value L5 facts (flap thickness types, growth factors/Gem21s/PDGF, 3D scaffolds, cell/gene therapy, palatal-root-groove case) that carry no LO:: tag and so escape every band filter.
(a) new — 60
deck:"D3S1::Perio" tag:LO::UNASSIGNED is:new
(b) due/review — 0 now
deck:"D3S1::Perio" tag:LO::UNASSIGNED (is:due OR is:review)
§V — Verification
- All filter counts confirmed live via AnkiConnect (2026-05-23). Deck total 1838 reconciles with per-lecture sums (L1 192 · L2 209 · L3 294 · L4 285 · L5 509 · L6 348 + cross-deck Images).
- Every LO resolves to a
LO::tag; all 13 Pareto LOs have ≥6 High cards (no Pareto coverage gap). - Subset ladder holds: Pareto-strict (252) ⊂ Core-strict (698) ⊂ Core-broad (1286) ⊂ deck (1838); Pareto-strict (252) ⊂ Pareto-broad (447).
- Known gaps to make cards for later:
Occlusal_Adjustment_Splinting_Modalities(0 High — splinting detail) andInterdisciplinary_Perio-Prostho_Foundation(1 High); both sit in Tail and appear only in Core-broad. - Yield isolation: L6 yields are newly assigned (this map’s write), not pipeline-native — High = exam-tip-anchored facts (jiggling forces, PDL changes, TFO signs, primary/secondary, trauma↔plaque); spot-check after a study session and re-tag if any feel mis-banded.
§E — Change log
- Collection write (one): assigned
Anki_Creator_Yield_Scope::{High,Medium,Low}_Yieldto 180 previously-untiered L6 notes (65/84/31) viaaddTags— reversible withremoveTags. Working files:~/.claude/plans/l6-cards.tsv,l6-yield-assignment.tsv. - Everything else is filter-only — no LO/band tags written; the full queries above live in this doc, not the collection.
ankicreator::isolated-good-yield-factleft at 0.