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Update app.py
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app.py
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@@ -130,15 +130,18 @@ def analyze(
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" - Describe ONLY interactions among provided biomarkers (e.g., RDW with MCV for anemia trends, ALP bone/liver origin, WBC with CRP for infection/inflammation)\n\n"
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"5. Tabular Mapping\n"
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" -
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" | Biomarker | Value | Status (Low/Normal/High) | AI-Inferred Insight |\n"
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" - Include
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"6. Enhanced AI Insights & Longitudinal Risk\n"
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" - Subclinical nutrient predictions ONLY if patterns (MCV + RDW) suggest it — state as possible, not confirmed
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" - ALP interpretation limited to bone vs liver origin (uncertain without further tests)
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" - WBC & lymphocyte balance for immunity
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" - Risk framing: Highlight if biomarkers suggest resilience or potential stress, but avoid absolute longevity claims
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"STYLE REQUIREMENTS:\n"
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"- Use clear section headings and bullet points.\n"
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@@ -146,11 +149,6 @@ def analyze(
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"- Format tables cleanly in Markdown.\n"
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"- Present output beautifully, like a polished medical summary.\n"
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patient_input = (
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f"Patient Profile:\n"
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f"- Age: {age}\n"
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" - Describe ONLY interactions among provided biomarkers (e.g., RDW with MCV for anemia trends, ALP bone/liver origin, WBC with CRP for infection/inflammation)\n\n"
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"5. Tabular Mapping\n"
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" - This section must always include a Markdown table.\n"
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" - The table must contain exactly four columns:\n"
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" | Biomarker | Value | Status (Low/Normal/High) | AI-Inferred Insight |\n"
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" - Include ALL 9 Levine biomarkers (Albumin, Creatinine, Glucose, CRP, MCV, RDW, ALP, WBC, Lymphocytes).\n"
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" - The first row after the header must begin directly with 'Albumin'.\n"
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" - Do not leave any blank or empty rows in the table.\n\n"
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"6. Enhanced AI Insights & Longitudinal Risk\n"
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" - Subclinical nutrient predictions ONLY if patterns (MCV + RDW) suggest it — state as possible, not confirmed.\n"
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" - ALP interpretation limited to bone vs liver origin (uncertain without further tests).\n"
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" - WBC & lymphocyte balance for immunity.\n"
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" - Risk framing: Highlight if biomarkers suggest resilience or potential stress, but avoid absolute longevity claims.\n\n"
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"STYLE REQUIREMENTS:\n"
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"- Use clear section headings and bullet points.\n"
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"- Format tables cleanly in Markdown.\n"
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"- Present output beautifully, like a polished medical summary.\n"
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)
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patient_input = (
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f"Patient Profile:\n"
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f"- Age: {age}\n"
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