Multi-Model Clinical Review

CASE CONTEXT Case ID: 2 Patient: Hustle Species: Dog Breed: Sex: Weight kg: 14.00 BCS: 4.00 CASE DETAILS Primary Complaint: Reflux , weight loss, skin irritation Case Status: Open Initial Differential Notes: IMAGING SNAPSHOT EVIDENCE RAC EVIDENCE PRIORITY RANKING This ranked list is built from cleaned RAC marker results and must be weighted by RAC magnitude. RAC >=30 = dominant finding; RAC 25-29 = high priority; RAC 15-24 = moderate priority; RAC 10-14 = low priority; RAC 0-5 = weak/no-response in this session. 1. Cobalt | RAC 31 | Strong concern | Layer BODY | Subdomain HTMA Minerals | DAMNIT-V N-Nutrition 2. Fere1 | RAC 30 | Significant concern | Layer BODY | Subdomain Food Reactivity | DAMNIT-V N-Nutrition 3. Tradescantia - Wandering Jew | RAC 26 | Significant concern | Layer BODY | Subdomain Contact Allergens | DAMNIT-V A 4. Apathy Base | RAC 26 | Significant concern | Layer SPIRIT | Subdomain Consciousness States | DAMNIT-V None 5. Vegetable Rancid - 08-01-2024 23_111 | RAC 25 | Significant concern | Layer BODY | Subdomain Environmental Toxicity | DAMNIT-V T 6. Fodmap group marker | RAC 25 | Significant concern | Layer BODY | Subdomain Food Reactivity | DAMNIT-V N-Nutrition 7. Canine Allergy Sig. | RAC 25 | Significant concern | Layer BODY | Subdomain Immune Assessment | DAMNIT-V A 8. 2.Inh Negative-T8-L1 | RAC 25 | Significant concern | Layer BODY | Subdomain RAC State Assessment | DAMNIT-V None 9. Enlightenment 700 -1000 | RAC 25 | Significant concern | Layer SPIRIT | Subdomain Consciousness States | DAMNIT-V None 10. 2.Inh Negative-T12-L5 | RAC 21 | Significant concern | Layer BODY | Subdomain RAC State Assessment | DAMNIT-V None 11. C_TUMOUR_SIGNAL | RAC 20 | Mild concern | Layer BODY | Subdomain Cancer Signals | DAMNIT-V N-Neoplasia 12. Clioquinol | RAC 20 | Mild concern | Layer BODY | Subdomain Contact Allergens | DAMNIT-V A 13. C_GIT_ID1 | RAC 20 | Mild concern | Layer BODY | Subdomain DAMNIT-V Organ/System | DAMNIT-V M 14. HPA axis | RAC 20 | Mild concern | Layer BODY | Subdomain Endocrine / Hormonal Axis | DAMNIT-V M 15. HPG-axis | RAC 20 | Mild concern | Layer BODY | Subdomain Endocrine / Hormonal Axis | DAMNIT-V M 16. Lamb1 | RAC 20 | Mild concern | Layer BODY | Subdomain Food Reactivity | DAMNIT-V N-Nutrition 17. Lectin -Legume | RAC 20 | Mild concern | Layer BODY | Subdomain Food Reactivity | DAMNIT-V N-Nutrition 18. Lectins-Soy | RAC 20 | Mild concern | Layer BODY | Subdomain Food Reactivity | DAMNIT-V N-Nutrition 19. Sulphur group marker | RAC 20 | Mild concern | Layer BODY | Subdomain Food Reactivity | DAMNIT-V N-Nutrition 20. Wheat - Lectins | RAC 20 | Mild concern | Layer BODY | Subdomain Food Reactivity | DAMNIT-V N-Nutrition 21. 2.Inh Negative-BL | RAC 20 | Mild concern | Layer BODY | Subdomain RAC State Assessment | DAMNIT-V None 22. 2.Inh Negative-C4-T4 | RAC 20 | Mild concern | Layer BODY | Subdomain RAC State Assessment | DAMNIT-V None 23. 2.Inh Negative-C4-T4 | RAC 20 | Mild concern | Layer BODY | Subdomain RAC State Assessment | DAMNIT-V None 24. 2.Inh Negative-HT | RAC 20 | Mild concern | Layer BODY | Subdomain RAC State Assessment | DAMNIT-V None 25. 2.Inh Negative-LI | RAC 20 | Mild concern | Layer BODY | Subdomain RAC State Assessment | DAMNIT-V None 26. 2.Inh Negative-LU | RAC 20 | Mild concern | Layer BODY | Subdomain RAC State Assessment | DAMNIT-V None 27. 2.Inh Negative-T10-L3 | RAC 20 | Mild concern | Layer BODY | Subdomain RAC State Assessment | DAMNIT-V None 28. 2.Inh Negative-T12-L5 | RAC 20 | Mild concern | Layer BODY | Subdomain RAC State Assessment | DAMNIT-V None 29. I am not loveable -ve2 | RAC 20 | Mild concern | Layer SPIRIT | Subdomain Consciousness States | DAMNIT-V None 30. 2.Inh Negative-SP | RAC 15 | Mild concern | Layer BODY | Subdomain Cancer Signals | DAMNIT-V N-Neoplasia 31. 2.Inh Negative-SP | RAC 15 | Mild concern | Layer BODY | Subdomain Cancer Signals | DAMNIT-V N-Neoplasia 32. Adipose PCT marker_Canine | RAC 15 | Mild concern | Layer BODY | Subdomain Cancer Signals | DAMNIT-V N-Neoplasia 33. 16-Mould Qld | RAC 15 | Mild concern | Layer BODY | Subdomain Contact Allergens | DAMNIT-V A 34. Benzocaine | RAC 15 | Mild concern | Layer BODY | Subdomain Contact Allergens | DAMNIT-V A 35. Couch Grass1 | RAC 15 | Mild concern | Layer BODY | Subdomain Contact Allergens | DAMNIT-V A 36. Cynodon_dactylon | RAC 15 | Mild concern | Layer BODY | Subdomain Contact Allergens | DAMNIT-V A 37. Imidazolidinyl urea | RAC 15 | Mild concern | Layer BODY | Subdomain Contact Allergens | DAMNIT-V A 38. Rubber accelerants combined | RAC 15 | Mild concern | Layer BODY | Subdomain Contact Allergens | DAMNIT-V A 39. Tradescantia pallida Purple Heart | RAC 15 | Mild concern | Layer BODY | Subdomain Contact Allergens | DAMNIT-V A 40. C_BLADDER_LUT_ID1 | RAC 15 | Mild concern | Layer BODY | Subdomain DAMNIT-V Organ/System | DAMNIT-V None DOMINANT RAC FINDINGS (RAC >=30) - Cobalt | RAC 31 | HTMA Minerals | DAMNIT-V N-Nutrition - Fere1 | RAC 30 | Food Reactivity | DAMNIT-V N-Nutrition HIGH PRIORITY RAC FINDINGS (RAC 25-29) - Tradescantia - Wandering Jew | RAC 26 | Contact Allergens | DAMNIT-V A - Apathy Base | RAC 26 | Consciousness States | DAMNIT-V None - Vegetable Rancid - 08-01-2024 23_111 | RAC 25 | Environmental Toxicity | DAMNIT-V T - Fodmap group marker | RAC 25 | Food Reactivity | DAMNIT-V N-Nutrition - Canine Allergy Sig. | RAC 25 | Immune Assessment | DAMNIT-V A - 2.Inh Negative-T8-L1 | RAC 25 | RAC State Assessment | DAMNIT-V None - Enlightenment 700 -1000 | RAC 25 | Consciousness States | DAMNIT-V None RAC SNAPSHOT EVIDENCE [06/06/2026] RAC / Audiomixer Report Evidence Layer: BODY Evidence Subdomain: Unclassified / Needs Review Classification Status: Classified - review unknown markers RAC Snapshot Evidence: RAC evidence summary generated from classified RAC marker results. Positive RAC markers: 22 of 24. BODY evidence: 22 positive markers. MIND evidence: 0 positive markers. SPIRIT evidence: 0 positive markers. SOUL evidence: 0 positive markers. DAMNIT-V RAC domain signals: N: - 2.Inh Negative-SP | Cancer Signals | RAC 15 | Mild concern - 2.Inh Negative-PE | Cancer Signals | RAC 5 | Normal / no concern Ontology review required for 22 marker(s). RAC DAMNIT-V Summary: N: - 2.Inh Negative-SP | Cancer Signals | RAC 15 | Mild concern - 2.Inh Negative-PE | Cancer Signals | RAC 5 | Normal / no concern [06/06/2026] RAC / Audiomixer Report Evidence Layer: SPIRIT Evidence Subdomain: Consciousness States Classification Status: Classified - review unknown markers RAC Snapshot Evidence: RAC evidence summary generated from classified RAC marker results. Positive RAC markers: 14 of 15. BODY evidence: 8 positive markers. MIND evidence: 0 positive markers. SPIRIT evidence: 6 positive markers. SOUL evidence: 0 positive markers. DAMNIT-V RAC domain signals: N: - Apathy Base | Cancer Signals | RAC 26 | Significant concern - Acceptance 350 | Cancer Signals | RAC 10 | Normal / no concern - Peace 600 | Cancer Signals | RAC 5 | Normal / no concern - Pride Base | Cancer Signals | RAC 5 | Normal / no concern Ontology review required for 5 marker(s). RAC DAMNIT-V Summary: N: - Apathy Base | Cancer Signals | RAC 26 | Significant concern - Acceptance 350 | Cancer Signals | RAC 10 | Normal / no concern - Peace 600 | Cancer Signals | RAC 5 | Normal / no concern - Pride Base | Cancer Signals | RAC 5 | Normal / no concern [06/06/2026] RAC / Audiomixer Report Evidence Layer: BODY Evidence Subdomain: Unclassified / Needs Review Classification Status: Classified - review unknown markers RAC Snapshot Evidence: RAC evidence summary generated from classified RAC marker results. Positive RAC markers: 23 of 24. BODY evidence: 23 positive markers. MIND evidence: 0 positive markers. SPIRIT evidence: 0 positive markers. SOUL evidence: 0 positive markers. DAMNIT-V RAC domain signals: N: - 2.Inh Negative-SP | Cancer Signals | RAC 15 | Mild concern - 2.Inh Negative-PE | Cancer Signals | RAC 5 | Normal / no concern Ontology review required for 22 marker(s). RAC DAMNIT-V Summary: N: - 2.Inh Negative-SP | Cancer Signals | RAC 15 | Mild concern - 2.Inh Negative-PE | Cancer Signals | RAC 5 | Normal / no concern [06/06/2026] RAC / Audiomixer Report Evidence Layer: BODY Evidence Subdomain: Food Reactivity Classification Status: Classified - review unknown markers RAC Snapshot Evidence: RAC evidence summary generated from classified RAC marker results. Positive RAC markers: 13 of 15. BODY evidence: 13 positive markers. MIND evidence: 0 positive markers. SPIRIT evidence: 0 positive markers. SOUL evidence: 0 positive markers. DAMNIT-V RAC domain signals: N: - Fodmap group marker | Cancer Signals | RAC 25 | Significant concern - Sulphur group marker | Cancer Signals | RAC 20 | Mild concern - Histamine group mark | Cancer Signals | RAC 15 | Mild concern - Lectin group marker | Cancer Signals | RAC 15 | Mild concern - Oxalate Group marker | Cancer Signals | RAC 15 | Mild concern - Mycotoxins -all1 | Cancer Signals | RAC 10 | Normal / no concern - Lectin - Peanut | Cancer Signals | RAC 5 | Normal / no concern - Purine group marker | Cancer Signals | RAC 5 | Normal / no concern Ontology review required for 1 marker(s). RAC DAMNIT-V Summary: N: - Fodmap group marker | Cancer Signals | RAC 25 | Significant concern - Sulphur group marker | Cancer Signals | RAC 20 | Mild concern - Histamine group mark | Cancer Signals | RAC 15 | Mild concern - Lectin group marker | Cancer Signals | RAC 15 | Mild concern - Oxalate Group marker | Cancer Signals | RAC 15 | Mild concern - Mycotoxins -all1 | Cancer Signals | RAC 10 | Normal / no concern - Lectin - Peanut | Cancer Signals | RAC 5 | Normal / no concern - Purine group marker | Cancer Signals | RAC 5 | Normal / no concern [06/06/2026] RAC / Audiomixer Report Evidence Layer: SOUL Evidence Subdomain: Soul Dimensions Classification Status: Classified - review unknown markers RAC Snapshot Evidence: RAC evidence summary generated from classified RAC marker results. Positive RAC markers: 79 of 96. BODY evidence: 74 positive markers. MIND evidence: 2 positive markers. SPIRIT evidence: 2 positive markers. SOUL evidence: 1 positive markers. DAMNIT-V RAC domain signals: M: - Calcium Shell1 | HTMA Minerals | RAC 10 | Normal / no concern - Chromium Colloidal | HTMA Minerals | RAC 5 | Normal / no concern N: - HPA axis | Cancer Signals | RAC 20 | Mild concern - HPG-axis | Cancer Signals | RAC 20 | Mild concern - Adipose PCT marker_Canine | Cancer Signals | RAC 15 | Mild concern - Tradescantia pallida Purple Heart | Cancer Signals | RAC 15 | Mild concern - C_HEPATIC_ID1 | Cancer Signals | RAC 10 | Normal / no concern - C_RESP_ID1 | Cancer Signals | RAC 10 | Normal / no concern - Corn LTPDx1 | Cancer Signals | RAC 10 | Normal / no concern - Neomycin | Cancer Signals | RAC 10 | Normal / no concern - Pain combined4 | Cancer Signals | RAC 10 | Normal / no concern - Polyester | Cancer Signals | RAC 10 | Normal / no concern - Pork - 19-02-2024 22:36 | Cancer Signals | RAC 10 | Normal / no concern - C_LYMPH_ID | Cancer Signals | RAC 5 | Normal / no concern - C_PAIN_ID | Cancer Signals | RAC 5 | Normal / no concern - Callestia - Inch Plant | Cancer Signals | RAC 5 | Normal / no concern - Callestia - Purple Vine | Cancer Signals | RAC 5 | Normal / no concern - Diphenylguanidine | Cancer Signals | RAC 5 | Normal / no concern - HPT axis | Cancer Signals | RAC 5 | Normal / no concern - Visceral Pain1 | Cancer Signals | RAC 5 | Normal / no concern I: - Autoimmune_NK | Immune System | RAC 15 | Mild concern - T4-TH17+Cytokines-level1 | Immune System | RAC 15 | Mild concern - T4-TH2+Cytokines-level1 | Immune System | RAC 15 | Mild concern - TReg + Cytokines-level1 | Immune System | RAC 10 | Normal / no concern - T4-TH1+Cytokines-level1 | Immune System | RAC 5 | Normal / no concern Ontology review required for 57 marker(s). RAC DAMNIT-V Summary: M: - Calcium Shell1 | HTMA Minerals | RAC 10 | Normal / no concern - Chromium Colloidal | HTMA Minerals | RAC 5 | Normal / no concern N: - HPA axis | Cancer Signals | RAC 20 | Mild concern - HPG-axis | Cancer Signals | RAC 20 | Mild concern - Adipose PCT marker_Canine | Cancer Signals | RAC 15 | Mild concern - Tradescantia pallida Purple Heart | Cancer Signals | RAC 15 | Mild concern - C_HEPATIC_ID1 | Cancer Signals | RAC 10 | Normal / no concern - C_RESP_ID1 | Cancer Signals | RAC 10 | Normal / no concern - Corn LTPDx1 | Cancer Signals | RAC 10 | Normal / no concern - Neomycin | Cancer Signals | RAC 10 | Normal / no concern - Pain combined4 | Cancer Signals | RAC 10 | Normal / no concern - Polyester | Cancer Signals | RAC 10 | Normal / no concern - Pork - 19-02-2024 22:36 | Cancer Signals | RAC 10 | Normal / no concern - C_LYMPH_ID | Cancer Signals | RAC 5 | Normal / no concern - C_PAIN_ID | Cancer Signals | RAC 5 | Normal / no concern - Callestia - Inch Plant | Cancer Signals | RAC 5 | Normal / no concern - Callestia - Purple Vine | Cancer Signals | RAC 5 | Normal / no concern - Diphenylguanidine | Cancer Signals | RAC 5 | Normal / no concern - HPT axis | Cancer Signals | RAC 5 | Normal / no concern - Visceral Pain1 | Cancer Signals | RAC 5 | Normal / no concern I: - Autoimmune_NK | Immune System | RAC 15 | Mild concern - T4-TH17+Cytokines-level1 | Immune System | RAC 15 | Mild concern - T4-TH2+Cytokines-level1 | Immune System | RAC 15 | Mild concern - TReg + Cytokines-level1 | Immune System | RAC 10 | Normal / no concern - T4-TH1+Cytokines-level1 | Immune System | RAC 5 | Normal / no concern PATHOLOGY / LABORATORY SNAPSHOT EVIDENCE CURRENT EVIDENCE COUNTS Imaging reports: 0 Pathology reports: 0 Other evidence layers are retained in their own modules and will be added to this evidence base in Snapshot V2.

Conventional Veterinary Model: - Likely Differentials: - Nutritional deficiencies or imbalances, particularly cobalt deficiency or disruption (Dominant RAC 31, HTMA Minerals, N-Nutrition). - Food reactivity/intolerance, including FODMAP sensitivity and other food allergens (Dominant RAC 30 Fere1, RAC 25 Fodmap group marker, RAC 20 Lamb1, Lectins, Sulphur group). - Allergic dermatitis or contact allergy, especially to Tradescantia (Wandering Jew) and other environmental/contact allergens (RAC 26 Tradescantia, RAC 25 Canine Allergy Sig., RAC 20 Clioquinol). - Environmental toxicity exposure (RAC 25 Vegetable Rancid). - Mild concerns for possible early neoplastic signals (RAC 20-15 Cancer Signals markers). - Serious Rule-Outs: - Neoplasia (mild concern RAC 20-15 Cancer Signals markers including 2.Inh Negative-SP and Adipose PCT marker). - Endocrine dysfunction (HPA and HPG axis mild concern RAC 20 each). - Severe systemic toxicity or chronic inflammatory disease secondary to allergens or toxins. - Missing Tests: - Comprehensive blood panel including mineral panel to confirm cobalt and other mineral status. - Food allergy testing or elimination diet trial to identify reactive foods. - Skin scrapings or biopsy if skin irritation persists to rule out infectious or neoplastic causes. - Endocrine function tests (e.g., cortisol, thyroid panel) to evaluate HPA/HPG axis involvement. - Imaging or ultrasound if weight loss persists to evaluate for neoplasia or organ dysfunction. - Monitoring Markers: - Weight and body condition score trends. - Skin lesion progression or resolution. - Response to dietary changes or allergen avoidance. - Serial mineral status and immune markers if supplements or treatments initiated. Traditional Chinese Medicine Model: - Possible Patterns: - Spleen Qi deficiency suggested by weight loss and digestive upset (reflux). - Liver Qi stagnation or Blood stasis possibly linked to skin irritation and contact allergens (Tradescantia). - Dampness accumulation indicated by skin irritation and possible food reactivity (FODMAPs). - Yin deficiency or imbalance may be considered given chronic irritation and weight loss. - Channel involvement likely includes Lung (skin), Spleen (digestion), and Liver (detoxification and blood flow). - Food Energetics: - Avoidance of foods that generate Damp or Heat such as legumes (lectins), rancid vegetable oils, and high FODMAP foods. - Emphasis on warming, easily digestible foods to support Spleen Qi and reduce Damp. - Certainty: - Patterns remain tentative and require clinical correlation with tongue, pulse, and symptomatology. Homeopathic Model: - Remedy-Picture Themes: - Constitutional themes may include apathy or low vitality (Apathy Base RAC 26), possibly indicating a need for remedies addressing weakness or depletion. - Sensitivity to environmental allergens and food reactivity suggests hypersensitivity or immune dysregulation themes. - Modalities and characteristic symptoms such as aggravation or amelioration by food types, environmental exposures, or emotional states are missing. - Missing Characteristic Symptoms: - Specific modalities (time of day, weather, position). - Mental/emotional state details beyond apathy. - Specific skin lesion descriptions (appearance, sensation). - Gastrointestinal symptom details beyond reflux. Anthroposophic Model: - System Interpretation: - Metabolic-limb system involvement suggested by weight loss and skin irritation, indicating possible metabolic imbalance or impaired assimilation. - Rhythmic system may be stressed given mild endocrine axis concerns (HPA, HPG). - Nerve-sense system involvement possible with apathy and consciousness state changes. - Life Process Themes: - Impaired assimilation and detoxification processes (nutritional deficiencies, environmental toxins). - Skin as an organ of elimination and boundary may be compromised by allergens and toxins. - Organ-process themes include liver (detoxification), gut (assimilation), and adrenal/pituitary (stress response). - Certainty: - Interpretations remain broad and require further clinical and laboratory correlation. Cross-Model Agreement: - Multiple models highlight nutritional imbalance and digestive dysfunction (Conventional: cobalt deficiency, food reactivity; TCM: Spleen Qi deficiency; Anthroposophic: metabolic-limb system). - Skin irritation and allergen sensitivity are supported by Conventional (contact allergens), TCM (Liver Qi stagnation, Damp), and Homeopathic (allergy sensitivity themes). - Environmental toxicity is noted in Conventional and Anthroposophic models, with possible systemic impact. - Spirit/consciousness state changes (apathy) noted in RAC evidence and Homeopathic model, with Anthroposophic nerve-sense system involvement. - Evidence tensions include mild neoplastic signals which are not strongly supported by other models but require cautious monitoring. Rule-In / Rule-Out Priorities: - Rule-In: - Nutritional deficiency, especially cobalt. - Food reactivity/allergy including FODMAP sensitivity. - Contact allergen exposure (Tradescantia and others). - Environmental toxicity exposure. - Rule-Out: - Neoplasia (mild concern, requires further testing). - Endocrine dysfunction (HPA/HPG axis). - Infectious or parasitic causes of skin irritation (not evidenced but clinically relevant). - Evidence Pending: - Confirmation of mineral deficiencies by blood/urine testing. - Food allergy testing or elimination diet results. - Endocrine function tests. - Skin biopsy or cytology if lesions persist or worsen. - Veterinary Not-to-Miss Cautions: - Weight loss and reflux warrant exclusion of serious gastrointestinal disease or neoplasia. - Skin irritation may mask secondary infection or systemic disease. Testing / Treatment / Diet Trial Priorities: - Next Tests: - Comprehensive blood panel including mineral analysis (cobalt, others). - Food allergy panel or elimination diet trial focusing on low FODMAP, low lectin, and novel protein sources. - Endocrine panel (cortisol, thyroid, sex hormones). - Skin cytology or biopsy if indicated. - Diet Additions/Subtractions: - Remove identified reactive foods (FODMAPs, legumes, soy, rancid vegetable oils). - Introduce easily digestible, hypoallergenic diet with balanced mineral supplementation. - Supplement Review Priorities: - Mineral supplementation focusing on cobalt and supportive trace elements. - Consider antioxidants or liver support if environmental toxicity confirmed. - Response-to-Treatment Markers: - Improvement in weight and body condition. - Reduction in skin irritation and allergic signs. - Improvement in reflux symptoms. - Repeat RAC or mineral panels to monitor progress. - RAC Follow-Up Priorities: - Monitor dominant RAC markers (cobalt, food reactivity). - Track allergen and toxin markers. - Reassess consciousness state markers if apathy persists. Next Snapshot Trigger: - Significant clinical changes such as improvement or worsening of weight, skin condition, or reflux. - Results from mineral panels, food allergy testing, or endocrine assays. - Response or adverse reaction to dietary or supplement interventions. - New imaging or pathology results if performed. Clinical Caution: - This review does not provide a final diagnosis. - The veterinarian must interpret all findings in the clinical context of Hustle’s presentation. - Further diagnostic testing and monitoring are essential to guide safe and effective management.