What this is
A study map linking the objectives in Pediatric Dentistry LOs to the existing
D3S1::PaediatricAnki deck, ranked by exam importance, with paste-ready filtered-deck queries. Filters are importance band × yield: pick how many objectives you study (Band) and how tight the yield (strict = High only; broad = High + Medium). The::OLDsubdeck is excluded everywhere. Read-only build — the collection was not modified (see §E).
Paediatric Dentistry — LO-Agent Map
§A · Snapshot
- Target deck:
D3S1::Paediatric— 2,678 cards excluding::OLD(1,958 OLD cards excluded throughout). - Hierarchy:
D3S1::Paediatric::<Lecture>::<Topic-slug>::<High|Medium|Low Yield>::<scope>. The 9 deck lecture-nodes match the LO sheet’s 9 sections 1:1 (no L3 exists in either). - Selection mechanism: filters scope by
deck:(excl OLD) and select with tags —tag:LO::<slug>(84 distinct on paeds cards) ×tag:Anki_Creator_Yield_Scope::High_Yield|Medium_Yield|Low_Yield(excl-OLD: 1087 / 863 / 624). No collection writes needed. - Per-lecture totals (excl OLD):
| Lecture | Cards | High | Med | Low | img | LO tags |
|---|---|---|---|---|---|---|
| L1 Clinical Examination | 240 | 62 | 107 | 55 | 7 | 10 |
| L2 Dental Anomalies 1 | 375 | 123 | 127 | 111 | 2 | 10 |
| L4 Dental Anomalies 2 | 355 | 124 | 125 | 102 | 5 | 8 |
| L5 MIH & HSPM | 517 | 302 | 159 | 56 | 2 | 10 |
| L6 Antibiotics/LA/Analgesics | 369 | 121 | 93 | 101 | 8 | 10 |
| L7 Orofacial Infections | 468 | 166 | 143 | 149 | 1 | 11 |
| L8 Dental Trauma (Primary) | 245 | 120 | 77 | 42 | 1 | 9 |
| W1 ICDAS & Caries | 69 | 49 | 18 | 2 | 0 | 9 |
| W2 Caries Risk/Spread | 40 | 20 | 14 | 6 | 0 | 7 |
| Total | 2678 | 1087 | 863 | 624 | 26 | 84 |
- Ranking signals used: no curated “exam-high” paeds deck and no exam-tips note exist, so importance was judged from (S3) per-lecture/tutorial/workshop emphasis + the LO sheet’s own bold “highest-yield” flags, and (S4) small targeted web searches on classically-tested paeds content. One agent per document mapped its objectives; a verification agent re-checked all counts and samples.
- ⚠ Card-type caveat: a large share of cards are image-identification / image-occlusion (“Identify this…”). Their substantive facts (e.g. the 5 EAPD criteria, LA mg/kg numbers) live in the image field, not searchable text — so a few high-yield text facts are under-carded even where image coverage looks rich (see §E gaps).
§B · Per-lecture LO → tag → card map
Columns: LO (sheet) | LO:: tag | H/M/L cards | Band. Band 1 = Pareto Core (most-tested third); Band 2 = Core (Band 1 + next tier); — = background tier (still in the deck, reachable via the lecture node, but below the Core cut).
L1 — The Paediatric Clinical Examination
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Occlusal/ortho relationships (terminal plane, Angle) | Developing_Dentition_Occlusion | 7/15/3 | 1 |
| Radiographic & special-test selection (bitewing/furcation) | Paediatric_Radiographic_Selection | 6/23/1 | 1 ·R |
| Caries risk assessment → treatment plan (banding) | Caries_Risk_Assessment | 11/29/5 | 1 |
| Extra-oral exam sequence (profile, skeletal class, lips) | Extra-Oral_Examination_Sequence | 17/4/10 | 2 |
| Intra-oral soft-tissue exam (“soft tissues first”) | Intra-Oral_Soft-Tissue_Examination | 8/24/4 | 2 |
| Dental anomalies/defects on charting | Paediatric_Dental_Anomalies | 3/4/0 | — |
| Medical & pregnancy history (pregnancy→enamel) | Medical_Pregnancy_History | 3/7/30 | — |
| Paeds vs adult exam + parent history | Paediatric_Clinical_Examination | 3/1/1 | — |
| Tooth-numbering systems (FDI/Universal/Palmer) | Dental_Numbering_Systems | 3/0/0 | — |
| Developmental milestones (Piaget/Frankl) | Developmental_Milestone_Assessment | 1/0/1 | — |
L2 — Dental Anomalies Part 1
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Classify supernumeraries + mesiodens | Supernumerary_Teeth_Classification | 16/23/0 | 1 |
| Hypodontia prevalence/distribution (most common congenital) | Hypodontia_Prevalence | 12/7/25 | 1 |
| Tooth-development stages → anomaly stage | Tooth_Development_Stages | 9/6/12 | 1 |
| Hyperdontia signs/complications/management | Hyperdontia_Clinical_Management | 21/16/1 | 2 |
| Hypodontia/oligodontia/anodontia classification | Hypodontia_Classification | 13/2/1 | 2 |
| Hyperdontia prevalence/demographics | Hyperdontia_Prevalence | 10/1/1 | — |
| Micro/macrodontia (peg lateral) | Microdontia_and_Macrodontia | 22/59/27 | — |
| Hypodontia aetiology/syndromes (MSX1/PAX9/AXIN2) | Hypodontia_Aetiology | 13/4/35 | — |
| Define hyperdontia/supernumerary | Hyperdontia_Definition | 3/5/8 | — |
| Anomaly vs trait | Anomaly_Versus_Trait | 4/3/0 | — |
L4 — Dental Anomalies Part 2
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Fusion vs gemination (double tooth) | Fusion_Gemination_Differentiation | 23/2/0 | 1 |
| Double-tooth prevalence/etiology + successor implications | Double_Tooth_Clinical_Implications | 35/6/0 | 1 |
| Dens invaginatus + Oehlers classification | Dens_Invaginatus_Oehlers_Classification | 11/12/19 | 1 |
| Dens evaginatus (“perfect teeth” abscess) | Dens_Evaginatus_Clinical_Significance | 13/32/24 | 1 |
| Anomaly ↔ developmental stage (cap-stage gemination) | Odontogenesis_Developmental_Anomalies | 9/12/2 | 2 |
| Talon cusp classification + complications | Talon_Cusp_Classification | 19/47/43 | 2 |
| General diagnostic principles (suspect-others) | Dental_Anomaly_Diagnostic_Principles | 8/4/14 | — |
| Concrescence | Concrescence_Definition_Management | 2/1/0 | — |
L5 — MIH & HSPM (flagship topic)
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| EAPD/Weerheijm diagnostic criteria + differentials | EAPD_MIH_Diagnostic_Criteria | 55/17/2 | 1 |
| Graded management across dental age | MIH_Management_Strategies | 68/45/3 | 1 |
| Define MIH; qualitative vs quantitative | MIH_Definition_and_Differentials | 25/10/5 | 1 |
| Severity + colour↔mineral density (TMD ladder) | MIH_Severity_and_Mineral_Density | 26/3/1 | 1 |
| Extraction indications/timing (bifurcation of 7) | MIH_Molar_Extraction_Timing | 32/10/3 | 1 |
| Clinical features (demarcated opacity vs PEB) | MIH_Clinical_Features | 20/16/0 | 2 |
| Hypersensitivity, caries susceptibility, bonding | MIH_Hypersensitivity_and_Bonding | 24/27/12 | 2 |
| HSPM characteristics + predictive value (OR 4.66) | HSPM_Characteristics_and_Prediction | 25/10/16 | 2 |
| Aetiology of MIH/HSPM | MIH_and_HSPM_Aetiology | 20/12/4 | 2 |
| Prevalence + assessment age (1 in 7; 6–7 yrs) | MIH_and_HSPM_Prevalence | 7/9/9 | — |
L6 — Antibiotics, LA & Analgesics
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Max LA doses + agents/potency (7 mg/kg; carpule maths) | Local_Anaesthetic_Dosing | 20/23/30 | 1 ·R |
| First-line antibiotic + weight dosing (Pen V/Amoxy) | Odontogenic_Infection_Dosing | 8/14/7 | 1 ·R |
| Codeine & aspirin contraindicated (CYP2D6; Reye) | Contraindicated_Paediatric_Analgesics | 11/0/18 | 1 ·R |
| Alternative/adjunctive antibiotics (clinda/metro) | Alternative_Antibiotic_Indications | 15/11/6 | 2 |
| Penicillin allergy + cross-reactivity | Penicillin_Allergy_Management | 8/11/2 | 2 |
| Analgesic selection + dosing (paracetamol/ibuprofen) | Paediatric_Analgesic_Selection | 8/6/7 | 2 |
| Paediatric LA toxicity/physiology | Paediatric_LA_Toxicity | 12/7/1 | 2 |
| Prescription-writing standards | Paediatric_Prescription_Standards | 20/7/12 | — |
| Injection techniques (articaine > IANB) | Paediatric_Injection_Techniques | 15/12/14 | — |
| Antibiotic stewardship | Paediatric_Antibiotic_Stewardship | 4/2/4 | — |
L7 — Orofacial Infections
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Primary herpetic gingivostomatitis (HSV-1) | Primary_Herpetic_Gingivostomatitis | 39/26/21 | 1 |
| Herpangina vs hand-foot-and-mouth (Coxsackie) | Herpangina_and_HFMD_Comparison | 36/33/23 | 1 |
| EBV infectious mononucleosis | EBV_Infectious_Mononucleosis | 19/21/19 | 1 |
| PHGS pharmacological management (aciclovir dosing) | Herpetic_Gingivostomatitis_Management | 7/10/12 | 2 ·R |
| Viral systemic complications (encephalitis/meningitis) | Viral_Infection_Systemic_Complications | 18/0/9 | 2 |
| Classify infections (bacterial/viral/fungal) | Paediatric_Orofacial_Infection_Classification | 15/5/13 | — |
| Diagnostic sieve (VITAMIND IC) | Orofacial_Lesion_Diagnostic_Sieve | 11/16/10 | — |
| HSV autoinoculation & latency | HSV_Latency_and_Hazards | 4/2/5 | — |
| Varicella (VZV) presentation/immunisation | Varicella_Presentation_and_Immunisation | 15/25/34 | — |
| Localised odontogenic infection management | Odontogenic_Infection_Management | 2/2/0 | — |
| (cards not assigned to an objective) | UNASSIGNED | 0/3/3 | — |
L8 — Dental Trauma in the Primary Dentition
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Protect permanent successor (no replant; no reposition) | Permanent_Successor_Protection_Principles | 3/1/3 | 1 |
| Define/differentiate luxation injuries | Luxation_Injury_Definitions | 25/0/0 | 1 |
| Trauma series radiographic protocol | Trauma_Series_Radiographic_Protocol | 18/3/5 | 1 |
| Systematic trauma assessment (red flags, step defect) | Systematic_Dental_Trauma_Assessment | 16/17/11 | 2 |
| Extraction vs conservative care | Extraction_Versus_Conservative_Care | 13/12/3 | 2 |
| Classify fractures (uncomplicated vs complicated) | Primary_Tooth_Injury_Classification | 14/3/3 | — |
| Post-traumatic sequelae (necrosis ~25%, discolour ~52%) | Post-Traumatic_Sequelae_Assessment | 14/16/12 | — ·R |
| Conservative management + recall (~80% intrusion re-erupt) | Conservative_Trauma_Management | 13/16/3 | — |
| Why TDIs common / luxation predominates | Primary_Dentition_Trauma_Etiology | 4/8/2 | — |
W1 — ICDAS & Introduction to Caries
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| Score coronal caries ICDAS 0–6 | ICDAS_Coronal_Caries_Scoring | 9/0/0 | 1 |
| Code-1 vs code-2 decision rules (“score lower”) | ICDAS_Decision_Rules | 7/0/0 | 1 |
| Carious vs non-carious opacities (fluorosis/MIH/Turner) | Carious_Versus_Non-Carious_Spots | 8/6/0 | 1 |
| Clinical/field recording rules (ICDAS 3+) | Clinical_Caries_Recording_Rules | 15/8/2 | 2 |
| Two-digit structure + treatment thresholds | ICDAS_Structure_Treatment_Thresholds | 7/0/0 | — |
| MIH/HSPM diagnostic features (overlaps L5) | MIH_HSPM_Diagnostic_Features | 1/0/0 | — |
| Classify developmental enamel defects | Developmental_Enamel_Defect_Classification | 0/4/0 | — |
| Limitations of qualitative diagnosis | Caries_Diagnosis_Limitations | 1/0/0 | — |
| Caries as demin–remin disease | Dental_Caries_Pathophysiology | 1/0/0 | — |
W2 — Caries Risk, Spread & Prediction
| LO | LO:: tag | H/M/L | Band |
|---|---|---|---|
| FALSE MIH-risk statement (5.89× true, “8×” false) | MIH_Caries_Risk_Myth | 1/0/0 | 1 |
| Manage MIH teeth as high caries risk | MIH_Caries_Management | 7/3/0 | 1 |
| 2nd-primary-molar → 1st-permanent-molar (15×; SDF) | Molar_Caries_Risk_Relationship | 4/0/0 | 1 |
| MIH–caries association (5.89× DMFT>0; Americano 2016) | MIH_Caries_Risk_Association | 1/1/0 | 2 |
| Contiguous proximal spread (69%) | Primary_Proximal_Caries_Spread | 3/0/0 | — |
| Cross-quadrant progression (89%) | Cross-Quadrant_Caries_Progression | 2/3/0 | — |
| Primary→permanent prediction (RR 2.6; molars 85.4%) | Primary_Caries_Predictive_Value | 1/2/4 | — ·R |
·R= also part of the Rescue filter (high-value facts the agents flagged as buried in Medium/Low cards).
§C · Ranking & bands
Objectives were ranked most → least exam-important across all 9 documents, then cut into cumulative tiers.
Band 1 — Pareto Core (30 LOs, ~top third). The most-tested objective in each lecture, weighted toward the flagship topics (MIH dominates: 5 of its objectives are Band 1). These are the “if time is short” objectives:
Developing_Dentition_Occlusion · Paediatric_Radiographic_Selection · Caries_Risk_Assessment · Supernumerary_Teeth_Classification · Hypodontia_Prevalence · Tooth_Development_Stages · Fusion_Gemination_Differentiation · Double_Tooth_Clinical_Implications · Dens_Invaginatus_Oehlers_Classification · Dens_Evaginatus_Clinical_Significance · EAPD_MIH_Diagnostic_Criteria · MIH_Management_Strategies · MIH_Definition_and_Differentials · MIH_Severity_and_Mineral_Density · MIH_Molar_Extraction_Timing · Local_Anaesthetic_Dosing · Odontogenic_Infection_Dosing · Contraindicated_Paediatric_Analgesics · Primary_Herpetic_Gingivostomatitis · Herpangina_and_HFMD_Comparison · EBV_Infectious_Mononucleosis · Permanent_Successor_Protection_Principles · Luxation_Injury_Definitions · Trauma_Series_Radiographic_Protocol · ICDAS_Coronal_Caries_Scoring · ICDAS_Decision_Rules · Carious_Versus_Non-Carious_Spots · MIH_Caries_Risk_Myth · MIH_Caries_Management · Molar_Caries_Risk_Relationship
Band 2 — Core (50 LOs). Band 1 plus these 20 next-tier objectives:
Extra-Oral_Examination_Sequence · Intra-Oral_Soft-Tissue_Examination · Hyperdontia_Clinical_Management · Hypodontia_Classification · Odontogenesis_Developmental_Anomalies · Talon_Cusp_Classification · MIH_Clinical_Features · MIH_Hypersensitivity_and_Bonding · HSPM_Characteristics_and_Prediction · MIH_and_HSPM_Aetiology · Alternative_Antibiotic_Indications · Penicillin_Allergy_Management · Paediatric_Analgesic_Selection · Paediatric_LA_Toxicity · Herpetic_Gingivostomatitis_Management · Viral_Infection_Systemic_Complications · Systematic_Dental_Trauma_Assessment · Extraction_Versus_Conservative_Care · Clinical_Caries_Recording_Rules · MIH_Caries_Risk_Association
The remaining ~33 background-tier objectives are still in the deck and reachable via their lecture node (deck:"D3S1::Paediatric::<Lecture>") — they’re below the Core cut, not excluded.
§D · Filtered-deck queries (band × yield)
Live counts (all cards are currently new — the deck hasn’t been studied yet, so the (is:due OR is:review) variant returns 0 until you start reviewing):
| Filter | = | Cards (new) |
|---|---|---|
| Pareto-strict | Band 1 ∩ High | 564 |
| Pareto-broad | Band 1 ∩ (High+Med) | 934 |
| Core-strict | Band 2 ∩ High | 853 |
| Core-broad | Band 2 ∩ (High+Med) | 1476 |
| Rescue | 7 flagged LOs ∩ (Med+Low) | 172 |
Ladder verified live: Pareto-strict ⊂ Core-strict ⊂ Core-broad ⊂ deck, and Pareto-strict ⊂ Pareto-broad ⊂ Core-broad.
How to build
Tools → Create Filtered Deck(Ctrl+Alt+F) → paste a query into Search → set a card limit → Build. Build one at a time (overlapping filtered decks cannibalise each other’s cards). Each query below ends inis:new; for the due variant once you’ve started reviewing, swapis:new→(is:due OR is:review).
① Pareto-strict — the laser cram core (564 new)
deck:"D3S1::Paediatric" -deck:"D3S1::Paediatric::OLD" (tag:LO::Developing_Dentition_Occlusion OR tag:LO::Paediatric_Radiographic_Selection OR tag:LO::Caries_Risk_Assessment OR tag:LO::Supernumerary_Teeth_Classification OR tag:LO::Hypodontia_Prevalence OR tag:LO::Tooth_Development_Stages OR tag:LO::Fusion_Gemination_Differentiation OR tag:LO::Double_Tooth_Clinical_Implications OR tag:LO::Dens_Invaginatus_Oehlers_Classification OR tag:LO::Dens_Evaginatus_Clinical_Significance OR tag:LO::EAPD_MIH_Diagnostic_Criteria OR tag:LO::MIH_Management_Strategies OR tag:LO::MIH_Definition_and_Differentials OR tag:LO::MIH_Severity_and_Mineral_Density OR tag:LO::MIH_Molar_Extraction_Timing OR tag:LO::Local_Anaesthetic_Dosing OR tag:LO::Odontogenic_Infection_Dosing OR tag:LO::Contraindicated_Paediatric_Analgesics OR tag:LO::Primary_Herpetic_Gingivostomatitis OR tag:LO::Herpangina_and_HFMD_Comparison OR tag:LO::EBV_Infectious_Mononucleosis OR tag:LO::Permanent_Successor_Protection_Principles OR tag:LO::Luxation_Injury_Definitions OR tag:LO::Trauma_Series_Radiographic_Protocol OR tag:LO::ICDAS_Coronal_Caries_Scoring OR tag:LO::ICDAS_Decision_Rules OR tag:LO::Carious_Versus_Non-Carious_Spots OR tag:LO::MIH_Caries_Risk_Myth OR tag:LO::MIH_Caries_Management OR tag:LO::Molar_Caries_Risk_Relationship) tag:Anki_Creator_Yield_Scope::High_Yield is:new
② Pareto-broad — Pareto objectives, High + Medium (934 new)
deck:"D3S1::Paediatric" -deck:"D3S1::Paediatric::OLD" (tag:LO::Developing_Dentition_Occlusion OR tag:LO::Paediatric_Radiographic_Selection OR tag:LO::Caries_Risk_Assessment OR tag:LO::Supernumerary_Teeth_Classification OR tag:LO::Hypodontia_Prevalence OR tag:LO::Tooth_Development_Stages OR tag:LO::Fusion_Gemination_Differentiation OR tag:LO::Double_Tooth_Clinical_Implications OR tag:LO::Dens_Invaginatus_Oehlers_Classification OR tag:LO::Dens_Evaginatus_Clinical_Significance OR tag:LO::EAPD_MIH_Diagnostic_Criteria OR tag:LO::MIH_Management_Strategies OR tag:LO::MIH_Definition_and_Differentials OR tag:LO::MIH_Severity_and_Mineral_Density OR tag:LO::MIH_Molar_Extraction_Timing OR tag:LO::Local_Anaesthetic_Dosing OR tag:LO::Odontogenic_Infection_Dosing OR tag:LO::Contraindicated_Paediatric_Analgesics OR tag:LO::Primary_Herpetic_Gingivostomatitis OR tag:LO::Herpangina_and_HFMD_Comparison OR tag:LO::EBV_Infectious_Mononucleosis OR tag:LO::Permanent_Successor_Protection_Principles OR tag:LO::Luxation_Injury_Definitions OR tag:LO::Trauma_Series_Radiographic_Protocol OR tag:LO::ICDAS_Coronal_Caries_Scoring OR tag:LO::ICDAS_Decision_Rules OR tag:LO::Carious_Versus_Non-Carious_Spots OR tag:LO::MIH_Caries_Risk_Myth OR tag:LO::MIH_Caries_Management OR tag:LO::Molar_Caries_Risk_Relationship) (tag:Anki_Creator_Yield_Scope::High_Yield OR tag:Anki_Creator_Yield_Scope::Medium_Yield) is:new
③ Core-strict — all Core objectives, High only (853 new)
deck:"D3S1::Paediatric" -deck:"D3S1::Paediatric::OLD" (tag:LO::Developing_Dentition_Occlusion OR tag:LO::Paediatric_Radiographic_Selection OR tag:LO::Caries_Risk_Assessment OR tag:LO::Supernumerary_Teeth_Classification OR tag:LO::Hypodontia_Prevalence OR tag:LO::Tooth_Development_Stages OR tag:LO::Fusion_Gemination_Differentiation OR tag:LO::Double_Tooth_Clinical_Implications OR tag:LO::Dens_Invaginatus_Oehlers_Classification OR tag:LO::Dens_Evaginatus_Clinical_Significance OR tag:LO::EAPD_MIH_Diagnostic_Criteria OR tag:LO::MIH_Management_Strategies OR tag:LO::MIH_Definition_and_Differentials OR tag:LO::MIH_Severity_and_Mineral_Density OR tag:LO::MIH_Molar_Extraction_Timing OR tag:LO::Local_Anaesthetic_Dosing OR tag:LO::Odontogenic_Infection_Dosing OR tag:LO::Contraindicated_Paediatric_Analgesics OR tag:LO::Primary_Herpetic_Gingivostomatitis OR tag:LO::Herpangina_and_HFMD_Comparison OR tag:LO::EBV_Infectious_Mononucleosis OR tag:LO::Permanent_Successor_Protection_Principles OR tag:LO::Luxation_Injury_Definitions OR tag:LO::Trauma_Series_Radiographic_Protocol OR tag:LO::ICDAS_Coronal_Caries_Scoring OR tag:LO::ICDAS_Decision_Rules OR tag:LO::Carious_Versus_Non-Carious_Spots OR tag:LO::MIH_Caries_Risk_Myth OR tag:LO::MIH_Caries_Management OR tag:LO::Molar_Caries_Risk_Relationship OR tag:LO::Extra-Oral_Examination_Sequence OR tag:LO::Intra-Oral_Soft-Tissue_Examination OR tag:LO::Hyperdontia_Clinical_Management OR tag:LO::Hypodontia_Classification OR tag:LO::Odontogenesis_Developmental_Anomalies OR tag:LO::Talon_Cusp_Classification OR tag:LO::MIH_Clinical_Features OR tag:LO::MIH_Hypersensitivity_and_Bonding OR tag:LO::HSPM_Characteristics_and_Prediction OR tag:LO::MIH_and_HSPM_Aetiology OR tag:LO::Alternative_Antibiotic_Indications OR tag:LO::Penicillin_Allergy_Management OR tag:LO::Paediatric_Analgesic_Selection OR tag:LO::Paediatric_LA_Toxicity OR tag:LO::Herpetic_Gingivostomatitis_Management OR tag:LO::Viral_Infection_Systemic_Complications OR tag:LO::Systematic_Dental_Trauma_Assessment OR tag:LO::Extraction_Versus_Conservative_Care OR tag:LO::Clinical_Caries_Recording_Rules OR tag:LO::MIH_Caries_Risk_Association) tag:Anki_Creator_Yield_Scope::High_Yield is:new
④ Core-broad — all Core objectives, High + Medium (1476 new)
deck:"D3S1::Paediatric" -deck:"D3S1::Paediatric::OLD" (tag:LO::Developing_Dentition_Occlusion OR tag:LO::Paediatric_Radiographic_Selection OR tag:LO::Caries_Risk_Assessment OR tag:LO::Supernumerary_Teeth_Classification OR tag:LO::Hypodontia_Prevalence OR tag:LO::Tooth_Development_Stages OR tag:LO::Fusion_Gemination_Differentiation OR tag:LO::Double_Tooth_Clinical_Implications OR tag:LO::Dens_Invaginatus_Oehlers_Classification OR tag:LO::Dens_Evaginatus_Clinical_Significance OR tag:LO::EAPD_MIH_Diagnostic_Criteria OR tag:LO::MIH_Management_Strategies OR tag:LO::MIH_Definition_and_Differentials OR tag:LO::MIH_Severity_and_Mineral_Density OR tag:LO::MIH_Molar_Extraction_Timing OR tag:LO::Local_Anaesthetic_Dosing OR tag:LO::Odontogenic_Infection_Dosing OR tag:LO::Contraindicated_Paediatric_Analgesics OR tag:LO::Primary_Herpetic_Gingivostomatitis OR tag:LO::Herpangina_and_HFMD_Comparison OR tag:LO::EBV_Infectious_Mononucleosis OR tag:LO::Permanent_Successor_Protection_Principles OR tag:LO::Luxation_Injury_Definitions OR tag:LO::Trauma_Series_Radiographic_Protocol OR tag:LO::ICDAS_Coronal_Caries_Scoring OR tag:LO::ICDAS_Decision_Rules OR tag:LO::Carious_Versus_Non-Carious_Spots OR tag:LO::MIH_Caries_Risk_Myth OR tag:LO::MIH_Caries_Management OR tag:LO::Molar_Caries_Risk_Relationship OR tag:LO::Extra-Oral_Examination_Sequence OR tag:LO::Intra-Oral_Soft-Tissue_Examination OR tag:LO::Hyperdontia_Clinical_Management OR tag:LO::Hypodontia_Classification OR tag:LO::Odontogenesis_Developmental_Anomalies OR tag:LO::Talon_Cusp_Classification OR tag:LO::MIH_Clinical_Features OR tag:LO::MIH_Hypersensitivity_and_Bonding OR tag:LO::HSPM_Characteristics_and_Prediction OR tag:LO::MIH_and_HSPM_Aetiology OR tag:LO::Alternative_Antibiotic_Indications OR tag:LO::Penicillin_Allergy_Management OR tag:LO::Paediatric_Analgesic_Selection OR tag:LO::Paediatric_LA_Toxicity OR tag:LO::Herpetic_Gingivostomatitis_Management OR tag:LO::Viral_Infection_Systemic_Complications OR tag:LO::Systematic_Dental_Trauma_Assessment OR tag:LO::Extraction_Versus_Conservative_Care OR tag:LO::Clinical_Caries_Recording_Rules OR tag:LO::MIH_Caries_Risk_Association) (tag:Anki_Creator_Yield_Scope::High_Yield OR tag:Anki_Creator_Yield_Scope::Medium_Yield) is:new
⑤ Rescue — buried high-value facts a High-only filter misses (172 new) Targets the Medium/Low cards of objectives where the agents flagged exam-critical facts sitting below High yield: LA max-dose numbers & carpule maths, codeine/aspirin contraindications, first-line antibiotic dosing, aciclovir dosing, trauma sequelae percentages, primary→permanent caries-risk numbers, and the bitewing/furcation rationale.
deck:"D3S1::Paediatric" -deck:"D3S1::Paediatric::OLD" (tag:LO::Local_Anaesthetic_Dosing OR tag:LO::Contraindicated_Paediatric_Analgesics OR tag:LO::Odontogenic_Infection_Dosing OR tag:LO::Herpetic_Gingivostomatitis_Management OR tag:LO::Post-Traumatic_Sequelae_Assessment OR tag:LO::Primary_Caries_Predictive_Value OR tag:LO::Paediatric_Radiographic_Selection) (tag:Anki_Creator_Yield_Scope::Medium_Yield OR tag:Anki_Creator_Yield_Scope::Low_Yield) -tag:Anki_Creator_Yield_Scope::High_Yield is:new
Suggested cram ladder: Core-broad (normal pass) → Core-strict → Pareto-broad → Pareto-strict (final night) → run Rescue once to mop up buried numeric facts. To drill a single weak lecture instead, filter by its node, e.g.
deck:"D3S1::Paediatric::L5 MIH and HSPM" tag:Anki_Creator_Yield_Scope::High_Yield is:new.
§E · Verification log
- Build was read-only / filter-only — the Anki collection was NOT modified (no tags added/removed, no cards moved). The only artdefact is this note. All filtered decks are created manually by you.
- Counts verified twice (orchestrator + independent verification agent), reproduced ±0: Pareto-strict 564, Pareto-broad 934, Core-strict 853, Core-broad 1476, Rescue 172. Per-lecture node sums = 2,678 = deck excl OLD. ✓
- Subset ladder confirmed at card-ID level (not just counts). ✓
- No
::OLDleakage:<Pareto-strict> deck:"…::OLD"= 0; 20-card sample all in live nodes. ✓ - On-topic + yield isolation: sampled Pareto cards match their LO tags; for
EAPD_MIH_Diagnostic_Criteria, High cards carry the named criteria/PEB while Medium are finer image detail. ✓ (partial — see caveat).
Coverage gaps flagged for future card-making (objectives thin or absent at High yield — a filter can’t surface what isn’t carded):
Developmental_Enamel_Defect_Classification— 0 High (4 Medium only).MIH_HSPM_Diagnostic_Features,Caries_Diagnosis_Limitations,Dental_Caries_Pathophysiology— 1 card each (W1 concept LOs; MIH depth lives in L5).Odontogenic_Infection_Management(L7) andPermanent_Successor_Protection_Principles(L8) — high importance but only 4 and 7 cards; under-carded relative to exam weight.- 129 cards (~4.8%) carry no
LO::tag and 6 areLO::UNASSIGNED(mostly L7, incl. herpes labialis which has no objective tag) — invisible to every band filter. A tagging sweep would close this. - Image-field facts: because many cards are image-ID/occlusion, some headline text facts (5 EAPD criteria, LA mg/kg table) are carded as images; consider a few text-recall cards so the cram filters surface the facts directly.