Birth Weight Predictor Calculator

Birth Weight Predictor Calculator & Factors – Estimate Fetal Weight body { font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif; line-height: 1.6; color: #333; background-color: #f8f9fa; margin: 0; padding: 0; } .container { max-width: 1000px; margin: 20px auto; padding: 20px; background-color: #fff; border-radius: 8px; box-shadow: 0 4px 12px rgba(0,0,0,0.1); display: flex; flex-direction: column; align-items: center; } h1, h2, h3 { color: #004a99; text-align: center; margin-bottom: 1.5em; } h1 { font-size: 2.5em; } h2 { font-size: 1.8em; margin-top: 1.5em; } h3 { font-size: 1.4em; margin-top: 1em; } .loan-calc-container { width: 100%; max-width: 600px; margin-top: 20px; padding: 25px; border: 1px solid #ddd; border-radius: 8px; background-color: #fdfdfd; box-shadow: 0 2px 8px rgba(0,0,0,0.05); } .input-group { margin-bottom: 20px; text-align: left; } .input-group label { display: block; margin-bottom: 8px; font-weight: 600; color: #004a99; } .input-group input[type="number"], .input-group select { width: calc(100% – 24px); padding: 12px; border: 1px solid #ccc; border-radius: 5px; font-size: 1em; transition: border-color 0.3s ease; } .input-group input[type="number"]:focus, .input-group select:focus { border-color: #007bff; outline: none; } .input-group .helper-text { font-size: 0.85em; color: #666; margin-top: 5px; display: block; } .input-group .error-message { color: #dc3545; font-size: 0.9em; margin-top: 5px; display: none; /* Hidden by default */ } .button-group { margin-top: 25px; display: flex; justify-content: space-between; gap: 10px; } button { padding: 12px 20px; border: none; border-radius: 5px; font-size: 1.1em; font-weight: 600; cursor: pointer; transition: background-color 0.3s ease, transform 0.2s ease; flex-grow: 1; } button.primary { background-color: #004a99; color: #fff; } button.primary:hover { background-color: #003366; transform: translateY(-2px); } button.secondary { background-color: #6c757d; color: #fff; } button.secondary:hover { background-color: #5a6268; transform: translateY(-2px); } button.reset { background-color: #ffc107; color: #212529; } button.reset:hover { background-color: #e0a800; transform: translateY(-2px); } #results { margin-top: 30px; padding: 20px; border: 1px solid #e0e0e0; border-radius: 8px; background-color: #f4f7f9; width: 100%; max-width: 600px; box-shadow: inset 0 2px 6px rgba(0,0,0,0.03); } #results h3 { text-align: left; margin-bottom: 15px; color: #004a99; } .result-item { display: flex; justify-content: space-between; margin-bottom: 10px; font-size: 1.1em; } .result-item span:first-child { font-weight: 600; color: #555; } .result-item span:last-child { font-weight: bold; color: #28a745; } .primary-result { font-size: 1.8em; font-weight: bold; color: #28a745; text-align: center; margin-top: 10px; padding: 15px; background-color: #e8f5e9; border-radius: 5px; border: 1px dashed #28a745; } .formula-explanation { margin-top: 15px; font-size: 0.95em; color: #555; background-color: #eef2f7; padding: 10px; border-left: 4px solid #004a99; border-radius: 3px; } table { width: 100%; border-collapse: collapse; margin-top: 20px; } th, td { padding: 12px 15px; text-align: left; border: 1px solid #ddd; } th { background-color: #004a99; color: #fff; font-weight: bold; } tr:nth-child(even) { background-color: #f2f2f2; } caption { caption-side: top; font-weight: bold; color: #004a99; font-size: 1.1em; margin-bottom: 10px; text-align: left; } #chartContainer { width: 100%; max-width: 600px; margin-top: 30px; padding: 20px; border: 1px solid #e0e0e0; border-radius: 8px; background-color: #f4f7f9; box-shadow: inset 0 2px 6px rgba(0,0,0,0.03); } #chartContainer canvas { display: block; /* Remove extra space below canvas */ margin: 0 auto; } .article-content { margin-top: 40px; text-align: left; background-color: #fff; padding: 30px; border-radius: 8px; box-shadow: 0 4px 12px rgba(0,0,0,0.1); } .article-content p, .article-content ul, .article-content ol { margin-bottom: 1.5em; } .article-content ul, .article-content ol { padding-left: 20px; } .article-content li { margin-bottom: 0.8em; } .article-content strong { color: #004a99; } .faq-item { margin-bottom: 1.5em; padding-bottom: 1em; border-bottom: 1px dotted #ccc; } .faq-item:last-child { border-bottom: none; } .faq-item strong { display: block; margin-bottom: 0.5em; color: #004a99; } .internal-links-section ul { list-style: none; padding: 0; } .internal-links-section li { margin-bottom: 1em; } .internal-links-section a { color: #004a99; text-decoration: none; font-weight: bold; } .internal-links-section a:hover { text-decoration: underline; } .internal-links-section span { font-size: 0.9em; color: #555; display: block; margin-top: 4px; } .highlight { background-color: #004a99; color: #fff; padding: 2px 5px; border-radius: 3px; } .subtle-shadow { box-shadow: 0 1px 3px rgba(0,0,0,0.1); }

Birth Weight Predictor Calculator

Estimate your baby's potential birth weight using key factors.

Birth Weight Predictor Inputs

Enter your age at the time of birth (years).
Enter the number of weeks and days (e.g., 39.5 for 39 weeks 4 days).
Short (Below 5'3″ / 160cm) Average (5'3″-5'7″ / 160-170cm) Tall (Above 5'7″ / 170cm) Your height before pregnancy.
Total weight gained during pregnancy (lbs).
Good/Excellent Fair (e.g., controlled diabetes, mild hypertension) Poor (e.g., uncontrolled diabetes, severe hypertension, IUGR history) General health during pregnancy.
Number of children previously born.

Prediction Results

Estimated Birth Weight:
Average Birth Weight (for Gestational Age):
Estimated Fetal Growth Rate:
Risk Factor Score:
Estimated Birth Weight:
Formula Basis: This calculator uses a simplified regression model incorporating common factors known to influence fetal weight. It combines statistical data on maternal age, gestational age, height, weight gain, health status, and parity to estimate the most probable birth weight. It's important to note this is an estimate and not a diagnostic tool.

Weight Prediction Factors Comparison

Key Factors and Their Impact

Influence of Key Input Factors on Estimated Birth Weight
Factor Description Impact Category Typical Contribution (grams)

What is a Birth Weight Predictor?

A birth weight predictor calculator is a tool designed to estimate the likely weight of a baby at birth. It leverages statistical models and considers various maternal, fetal, and genetic factors that are known to influence fetal growth. While not a definitive diagnostic instrument, it provides valuable insights for expectant parents and healthcare providers, helping to anticipate potential scenarios related to macrosomia (large baby) or intrauterine growth restriction (small baby). The primary keyword, "birth weight predictor calculator," is crucial for understanding its function in predicting a significant aspect of newborn health and development.

Who should use it? Expectant parents who are curious about their baby's potential size, healthcare providers (obstetricians, midwives, sonographers) seeking supplementary information to their clinical assessments, and researchers studying fetal growth patterns. It can be particularly useful for identifying pregnancies that might require closer monitoring due to potential risks associated with abnormal birth weights.

Common misconceptions: One common misconception is that the calculator provides an exact birth weight. In reality, it offers an *estimate*. Another misconception is that it replaces professional medical advice or diagnostic ultrasounds. This birth weight predictor calculator should be viewed as an educational tool, not a substitute for regular prenatal check-ups and expert medical opinions.

Birth Weight Predictor Formula and Mathematical Explanation

The underlying principle of most birth weight predictor calculators relies on multiple regression analysis. These models identify the statistical relationship between independent variables (the input factors) and a dependent variable (birth weight). A common simplified approach can be represented as:

Estimated Birth Weight (g) = Intercept + (β₁ * Maternal Age) + (β₂ * Gestational Age) + (β₃ * Height Factor) + (β₄ * Weight Gain) + (β₅ * Health Status Factor) + (β₆ * Parity Factor) + ε

Where:

  • Intercept: A baseline value representing the expected weight under standard conditions.
  • β (Beta coefficients): These are the weights assigned to each input factor, determined through statistical analysis of large datasets. They indicate the average change in birth weight for a one-unit change in the corresponding factor, holding other factors constant.
  • Maternal Age: Age of the mother at delivery.
  • Gestational Age: Duration of pregnancy in weeks.
  • Height Factor: A categorical or numerical representation of maternal height. Taller mothers tend to have larger babies.
  • Weight Gain: Amount of weight gained by the mother during pregnancy. Higher gain often correlates with higher birth weight, up to a point.
  • Health Status Factor: A representation of maternal health conditions (e.g., diabetes, hypertension) that significantly affect fetal growth.
  • Parity Factor: Number of previous births. First-borns are sometimes smaller than subsequent siblings.
  • ε (Epsilon): Represents the error term, acknowledging that not all variation in birth weight can be explained by the included factors.

Variables Table

Variables Used in Birth Weight Prediction
Variable Meaning Unit Typical Range
Maternal Age Mother's age at childbirth Years 15 – 45+
Gestational Age Duration of pregnancy Weeks (decimal) 20.0 – 44.0
Maternal Pre-Pregnancy Height Mother's height before pregnancy Categorical (Short, Avg, Tall) N/A
Maternal Weight Gain Total weight gained during pregnancy Pounds (lbs) 5 – 60+
Maternal Health Status Presence of conditions affecting pregnancy Categorical (Good, Fair, Poor) N/A
Parity Number of previous deliveries Count 0 – 15+
Estimated Birth Weight Predicted weight of the newborn Grams (g) / Pounds (lbs) 500g – 5500g (approx)

Practical Examples (Real-World Use Cases)

Let's illustrate the use of this birth weight predictor calculator with two distinct scenarios:

Example 1: First-Time Mother with Healthy Pregnancy

  • Maternal Age: 28 years
  • Gestational Age: 39.5 weeks
  • Maternal Height: Average (5'5″)
  • Maternal Weight Gain: 35 lbs
  • Maternal Health Status: Good
  • Parity: 0

Inputting these values into the calculator yields:

  • Estimated Birth Weight: Approximately 7.5 lbs (3400g)
  • Average Birth Weight (for Gestational Age): Around 7.2 lbs (3270g)
  • Risk Factor Score: Low (e.g., 15)

Interpretation: This suggests a baby with an average to slightly above-average weight for their gestational age. The factors are generally favorable, indicating a lower risk of complications related to birth weight. This aligns with a healthy, typical pregnancy outcome.

Example 2: Mother with Higher Risk Factors

  • Maternal Age: 40 years
  • Gestational Age: 37.0 weeks
  • Maternal Height: Short (5'2″)
  • Maternal Weight Gain: 45 lbs
  • Maternal Health Status: Fair (mild gestational diabetes)
  • Parity: 3

Inputting these values into the calculator yields:

  • Estimated Birth Weight: Approximately 8.8 lbs (4000g)
  • Average Birth Weight (for Gestational Age): Around 6.5 lbs (2950g)
  • Risk Factor Score: Moderate (e.g., 45)

Interpretation: The prediction here is for a significantly larger baby (macrosomia) than average for 37 weeks. Factors like advanced maternal age, higher weight gain, and gestational diabetes contribute to this estimate. The elevated risk factor score prompts closer monitoring by healthcare providers. This prediction highlights potential challenges like delivery complications or the need for specific management of gestational diabetes. This is a prime example where a birth weight predictor calculator alerts to potential issues.

How to Use This Birth Weight Predictor Calculator

Using our birth weight predictor calculator is straightforward:

  1. Gather Information: Collect accurate data for each input field: maternal age, current gestational age (in weeks and decimal parts of a week), your pre-pregnancy height, total weight gained during pregnancy, your general health status during pregnancy, and the number of children you've previously given birth to.
  2. Enter Data: Input the collected information into the respective fields. Ensure you use the correct units (e.g., lbs for weight gain, weeks for gestational age). Select the appropriate category for height and health status from the dropdown menus.
  3. Calculate: Click the "Predict Birth Weight" button.
  4. Review Results: The calculator will display the estimated birth weight, an average weight for the given gestational age, an estimated fetal growth rate, and a risk factor score. The primary result is highlighted for easy viewing.
  5. Interpret: Understand that the primary estimated weight is the most likely outcome based on the inputs. The average weight provides context, and the risk score indicates the potential for complications related to birth weight. The table and chart offer deeper insights into how each factor contributes.
  6. Decision Making: Use these predictions as a talking point with your healthcare provider. If the prediction suggests a significantly larger or smaller baby than average, or if the risk score is high, discuss potential implications for delivery and postnatal care.
  7. Copy or Reset: You can use the "Copy Results" button to save or share the prediction details. The "Reset" button clears the form for a new calculation.

Key Factors That Affect Birth Weight Results

Several biological and lifestyle factors significantly influence a baby's birth weight. Understanding these helps in interpreting the predictions from our birth weight predictor calculator:

  1. Genetics: Parental height and build play a substantial role. If both parents are tall and have a larger frame, the baby is more likely to be larger. This is an intrinsic factor not directly captured but influences outcomes.
  2. Gestational Age: This is one of the most critical factors. Babies continue to grow and gain weight right up until birth. A baby at 40 weeks will naturally weigh more than a baby born at 34 weeks, all other factors being equal.
  3. Maternal Nutrition and Weight Gain: Adequate nutrition fuels fetal growth. Insufficient weight gain can lead to a smaller baby, while excessive weight gain, especially if associated with conditions like gestational diabetes, can lead to a larger baby. The birth weight predictor calculator uses weight gain as a proxy for nutritional status and its impact.
  4. Maternal Health Conditions: Conditions like gestational diabetes, hypertension (preeclampsia), and chronic illnesses can dramatically affect fetal growth. Diabetes often leads to macrosomia (large baby) due to increased glucose transfer, while hypertension can restrict nutrient blood flow, potentially causing intrauterine growth restriction (IUGR).
  5. Maternal Age: Both very young (35) mothers may have slightly different birth weight outcomes compared to the prime reproductive age group. Advanced maternal age can sometimes be associated with higher risks of conditions impacting fetal growth.
  6. Parity (Number of Previous Births): While not always a strong predictor, some studies suggest first-born babies might be slightly smaller on average than subsequent siblings. Gravidity and parity can influence the uterine environment and placental function.
  7. Fetal Sex: Male fetuses tend to grow slightly larger than female fetuses on average. This calculator simplifies predictions and doesn't explicitly ask for fetal sex, but it's a known contributing factor.
  8. Lifestyle Factors: Smoking, alcohol consumption, and drug use during pregnancy can significantly impair fetal growth, leading to lower birth weights. Conversely, factors like excessive caffeine intake might be linked to lower weights.

Frequently Asked Questions (FAQ)

Q1: How accurate is a birth weight predictor calculator?

A: Accuracy varies. Our calculator uses common statistical models, but individual pregnancies have unique factors. It provides an estimate, often within a range of +/- 1 pound (450g) of the actual weight. It is not a substitute for ultrasound estimates or clinical assessment.

Q2: Can this calculator predict if I'll have a C-section?

A: No, this birth weight predictor calculator does not predict delivery method. However, a significantly high estimated birth weight (macrosomia) might increase the likelihood of a Cesarean section being recommended by your doctor due to potential delivery complications.

Q3: My predicted weight is much higher/lower than average. Should I worry?

A: Discuss the results with your healthcare provider. A higher prediction could indicate macrosomia, while a lower one might suggest IUGR. Both conditions have potential risks, but your doctor can assess your specific situation, possibly recommend further tests (like ultrasounds), and advise on management strategies.

Q4: Does maternal height influence birth weight significantly?

A: Yes, maternal height is a considerable factor. Taller mothers generally provide more space and potentially better nutrient supply, often correlating with larger babies. Shorter mothers may statistically have smaller babies, though individual outcomes vary widely.

Q5: What's the difference between estimated birth weight and average birth weight shown?

A: The 'Estimated Birth Weight' is the calculator's prediction based on *your specific inputs*. The 'Average Birth Weight' is a general statistical average for babies born at the same gestational age, regardless of other factors. Comparing the two gives context to your prediction.

Q6: How does gestational diabetes affect birth weight?

A: Gestational diabetes increases the mother's blood glucose levels. This excess glucose crosses the placenta, stimulating the fetus to produce more insulin, which promotes rapid growth (especially fat storage). This often results in a larger-than-average baby (macrosomia).

Q7: Can I use this calculator multiple times during my pregnancy?

A: Yes. You can re-enter your data as your pregnancy progresses (e.g., update gestational age and weight gain) to see how the estimated birth weight changes over time. This can help track fetal growth trends, but always consult your doctor for interpretations.

Q8: What does the Risk Factor Score mean?

A: The Risk Factor Score is a composite measure based on the combination of your input factors. A higher score suggests a greater likelihood of factors that could lead to birth weight complications (e.g., macrosomia, IUGR). It's an indicator for further discussion with your healthcare provider, not a diagnosis.

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function validateInput(id, min, max, errorMessageId, fieldName) { var input = document.getElementById(id); var value = parseFloat(input.value); var errorElement = document.getElementById(errorMessageId); var isValid = true; errorElement.style.display = 'none'; input.style.borderColor = '#ccc'; if (isNaN(value)) { errorElement.innerText = 'Please enter a valid number.'; errorElement.style.display = 'block'; input.style.borderColor = '#dc3545'; isValid = false; } else if (value max) { errorElement.innerText = fieldName + ' must be between ' + min + ' and ' + max + '.'; errorElement.style.display = 'block'; input.style.borderColor = '#dc3545'; isValid = false; } return isValid; } function getFactorImpact(factorName, value, gestationalAge) { var baseImpact = 0; var impactRange = [0, 0]; // [min_grams, max_grams] switch (factorName) { case 'maternalAge': if (value 35) baseImpact = 100; impactRange = [50, 200]; else baseImpact = 0; impactRange = [-50, 50]; break; case 'gestationalAge': // Base weight around 37 weeks, grow from there baseImpact = (value – 37) * 250; // approx 250g per week gain impactRange = [baseImpact – 100, baseImpact + 100]; break; case 'maternalHeight': if (value === 'short') baseImpact = -200; impactRange = [-300, -100]; else if (value === 'tall') baseImpact = 250; impactRange = [150, 350]; else baseImpact = 0; impactRange = [-50, 50]; break; case 'maternalWeightGain': // Assume healthy gain range is optimal, extreme low/high might affect it differently var optimalGainLow = 20; var optimalGainHigh = 45; if (value optimalGainHigh) baseImpact = 300; impactRange = [200, 400]; else baseImpact = 50; impactRange = [0, 100]; break; case 'maternalHealthStatus': if (value === 'fair') baseImpact = 150; impactRange = [100, 250]; // e.g., GDM can increase size else if (value === 'poor') baseImpact = -300; impactRange = [-450, -200]; // e.g., IUGR, severe conditions else baseImpact = 0; impactRange = [-50, 50]; break; case 'parity': if (value > 0) baseImpact = 50; impactRange = [0, 100]; // Slight increase for subsequent births else baseImpact = 0; impactRange = [-50, 0]; break; default: baseImpact = 0; impactRange = [0, 0]; } // Ensure impact is within reasonable bounds relative to GA var weightRange = calculateWeightRange(gestationalAge); var minPossibleWeight = weightRange[0]; var maxPossibleWeight = weightRange[1]; var finalMin = Math.max(minPossibleWeight, baseImpact + impactRange[0]); var finalMax = Math.min(maxPossibleWeight, baseImpact + impactRange[1]); // Return adjusted impact and a somewhat representative middle value return { contribution: (finalMin + finalMax) / 2, range: [finalMin, finalMax] }; } function calculateWeightRange(gestationalAge) { // Approximate weight range based on GA (in weeks) // Very rough estimate, actual ranges vary widely if (gestationalAge < 24) return [100, 500]; // Premature if (gestationalAge < 30) return [500, 1500]; if (gestationalAge < 37) return [1500, 3000]; // preterm if (gestationalAge < 42) return [2500, 4200]; // term return [3000, 5000]; // post-term } function formatWeight(grams) { var pounds = grams / 453.592; return pounds.toFixed(2) + " lbs (" + grams.toFixed(0) + " g)"; } function calculateBirthWeight() { var maternalAge = parseFloat(document.getElementById('maternalAge').value); var gestationalAge = parseFloat(document.getElementById('gestationalAge').value); var maternalHeight = document.getElementById('maternalHeight').value; var maternalWeightGain = parseFloat(document.getElementById('maternalWeightGain').value); var maternalHealthStatus = document.getElementById('maternalHealthStatus').value; var parity = parseFloat(document.getElementById('parity').value); var isValid = true; isValid &= validateInput('maternalAge', 15, 50, 'maternalAgeError', 'Maternal Age'); isValid &= validateInput('gestationalAge', 20, 44, 'gestationalAgeError', 'Gestational Age'); isValid &= validateInput('maternalWeightGain', 0, 60, 'maternalWeightGainError', 'Maternal Weight Gain'); isValid &= validateInput('parity', 0, 15, 'parityError', 'Parity'); if (!isValid) { document.getElementById('predictedWeight').innerText = '–'; document.getElementById('averageWeight').innerText = '–'; document.getElementById('growthRate').innerText = '–'; document.getElementById('riskScore').innerText = '–'; document.getElementById('mainPredictedWeight').innerText = '–'; clearChart(); clearTable(); return; } // Simplified regression model coefficients (example values, actual models are complex) // These are illustrative and aim to show general trends var intercept = 1500; // Baseline grams var betaAge = 30; // grams per year var betaGA = 250; // grams per week (approx) var betaHeight = 0; // handled by factor impact var betaWeightGain = 40; // grams per pound gained var betaHealth = 0; // handled by factor impact var betaParity = 50; // grams per previous birth var estimatedWeightGrams = intercept; estimatedWeightGrams += betaAge * maternalAge; estimatedWeightGrams += betaGA * gestationalAge; estimatedWeightGrams += betaWeightGain * maternalWeightGain; estimatedWeightGrams += betaParity * parity; // Adjustments based on categorical factors var heightFactor = getFactorImpact('maternalHeight', maternalHeight, gestationalAge); var healthFactor = getFactorImpact('maternalHealthStatus', maternalHealthStatus, gestationalAge); var ageFactor = getFactorImpact('maternalAge', maternalAge, gestationalAge); var gainFactor = getFactorImpact('maternalWeightGain', maternalWeightGain, gestationalAge); var gaFactor = getFactorImpact('gestationalAge', gestationalAge, gestationalAge); var parityFactor = getFactorImpact('parity', parity, gestationalAge); // Ensure GA calculation is primary anchor var baseWeightForGA = 1500 + betaGA * gestationalAge; // Base on GA estimatedWeightGrams = baseWeightForGA + ageFactor.contribution + heightFactor.contribution + gainFactor.contribution + healthFactor.contribution + parityFactor.contribution; // Ensure weight is within a plausible range for the gestational age var plausibleRange = calculateWeightRange(gestationalAge); estimatedWeightGrams = Math.max(plausibleRange[0], Math.min(plausibleRange[1], estimatedWeightGrams)); // Calculate Average Weight (simplified: based on WHO/CDC growth charts approx) var avgWeightGrams; if (gestationalAge < 30) avgWeightGrams = 1200 + (gestationalAge – 20) * 150; else if (gestationalAge < 37) avgWeightGrams = 2000 + (gestationalAge – 30) * 200; else if (gestationalAge < 40) avgWeightGrams = 3000 + (gestationalAge – 37) * 150; else avgWeightGrams = 3400 + (gestationalAge – 40) * 100; avgWeightGrams = Math.max(500, Math.min(5000, avgWeightGrams)); // Cap avg weight // Calculate Growth Rate (simple approximation: weight gain per week) var growthRatePerWeek = (estimatedWeightGrams – 1000) / (gestationalAge – 28) ; // Crude estimate after 28 weeks if (isNaN(growthRatePerWeek) || !isFinite(growthRatePerWeek) || gestationalAge 35) riskScore += 5; if (maternalHealthStatus === 'fair') riskScore += 10; if (maternalHealthStatus === 'poor') riskScore += 20; if (maternalWeightGain 50) riskScore += 8; // outside typical healthy range if (gestationalAge < 37) riskScore += 7; // Prematurity risk factor if (maternalHeight === 'short' && maternalWeightGain 5) riskScore += 3; // higher parity can sometimes add complexity document.getElementById('predictedWeight').innerText = formatWeight(estimatedWeightGrams); document.getElementById('averageWeight').innerText = formatWeight(avgWeightGrams); document.getElementById('growthRate').innerText = growthRatePerWeek.toFixed(0) + " g/week"; document.getElementById('riskScore').innerText = riskScore; document.getElementById('mainPredictedWeight').innerText = formatWeight(estimatedWeightGrams); updateChart(gestationalAge, estimatedWeightGrams, avgWeightGrams); updateTable(maternalAge, gestationalAge, maternalHeight, maternalWeightGain, maternalHealthStatus, parity, estimatedWeightGrams, avgWeightGrams); } function updateTable(mAge, gAge, mHeight, mWGain, mHealth, p, estWeight, avgWeight) { var tableBody = document.getElementById('factorsTable').getElementsByTagName('tbody')[0]; tableBody.innerHTML = "; // Clear previous rows var factors = [ { name: 'Maternal Age', value: mAge, type: 'age', impact: getFactorImpact('maternalAge', mAge, gAge) }, { name: 'Gestational Age', value: gAge, type: 'ga', impact: getFactorImpact('gestationalAge', gAge, gAge) }, { name: 'Maternal Height', value: mHeight, type: 'height', impact: getFactorImpact('maternalHeight', mHeight, gAge) }, { name: 'Maternal Weight Gain', value: mWGain, type: 'weight', impact: getFactorImpact('maternalWeightGain', mWGain, gAge) }, { name: 'Maternal Health Status', value: mHealth, type: 'health', impact: getFactorImpact('maternalHealthStatus', mHealth, gAge) }, { name: 'Parity', value: p, type: 'parity', impact: getFactorImpact('parity', p, gAge) } ]; factors.forEach(function(factor) { var row = tableBody.insertRow(); var cellFactor = row.insertCell(); cellFactor.innerText = factor.name; var cellDesc = row.insertCell(); switch(factor.name) { case 'Maternal Age': cellDesc.innerText = mAge + ' years'; break; case 'Gestational Age': cellDesc.innerText = gAge + ' weeks'; break; case 'Maternal Height': cellDesc.innerText = mHeight.charAt(0).toUpperCase() + mHeight.slice(1); break; case 'Maternal Weight Gain': cellDesc.innerText = mWGain + ' lbs'; break; case 'Maternal Health Status': cellDesc.innerText = mHealth.replace('_', ' ').replace(/\b\w/g, char => char.toUpperCase()); break; case 'Parity': cellDesc.innerText = p + ' births'; break; } var cellImpactCat = row.insertCell(); var contribution = factor.impact.contribution; if (contribution > 150) cellImpactCat.innerText = 'Positive'; else if (contribution < -100) cellImpactCat.innerText = 'Negative'; else cellImpactCat.innerText = 'Neutral/Slight'; var cellContribution = row.insertCell(); cellContribution.innerText = formatWeight(contribution); }); } function clearTable() { var tableBody = document.getElementById('factorsTable').getElementsByTagName('tbody')[0]; tableBody.innerHTML = 'Enter inputs to see factor details.'; } function updateChart(gestationalAge, estimatedWeight, averageWeight) { var ctx = document.getElementById('birthWeightChart').getContext('2d'); if (window.myBirthWeightChart) { window.myBirthWeightChart.destroy(); } var dataPoints = []; var labels = []; var currentGA = Math.max(25, gestationalAge – 5); // Show 5 weeks before current GA for (var i = 0; i 44) break; labels.push(ga.toFixed(1) + 'w'); // Estimate baseline weight for this GA var baseWeight = 1500; // Base weight at low GA if (ga < 30) baseWeight = 1200 + (ga – 20) * 150; else if (ga < 37) baseWeight = 2000 + (ga – 30) * 200; else if (ga dp.estimated); var averageData = dataPoints.map(dp => dp.average); window.myBirthWeightChart = new Chart(ctx, { type: 'line', data: { labels: chartLabels, datasets: [{ label: 'Estimated Birth Weight Trend', data: estimatedData, borderColor: 'rgba(40, 167, 69, 1)', // Success color backgroundColor: 'rgba(40, 167, 69, 0.2)', fill: false, tension: 0.4 }, { label: 'Average Birth Weight by GA', data: averageData, borderColor: 'rgba(0, 74, 153, 1)', // Primary color backgroundColor: 'rgba(0, 74, 153, 0.2)', fill: false, tension: 0.4 }] }, options: { responsive: true, maintainAspectRatio: true, scales: { y: { beginAtZero: false, title: { display: true, text: 'Weight (grams)' } }, x: { title: { display: true, text: 'Gestational Age (Weeks)' } } }, plugins: { legend: { position: 'top', }, title: { display: true, text: 'Estimated vs. Average Fetal Weight Progression' } } } }); } function clearChart() { var ctx = document.getElementById('birthWeightChart').getContext('2d'); if (window.myBirthWeightChart) { window.myBirthWeightChart.destroy(); } ctx.clearRect(0, 0, ctx.canvas.width, ctx.canvas.height); // Clear canvas ctx.font = "16px Segoe UI"; ctx.fillStyle = "#666"; ctx.textAlign = "center"; ctx.fillText("Enter inputs to generate chart.", ctx.canvas.width / 2, ctx.canvas.height / 2); } function copyResults() { var predictedWeight = document.getElementById('predictedWeight').innerText; var averageWeight = document.getElementById('averageWeight').innerText; var growthRate = document.getElementById('growthRate').innerText; var riskScore = document.getElementById('riskScore').innerText; var assumptions = []; assumptions.push("Maternal Age: " + document.getElementById('maternalAge').value + " years"); assumptions.push("Gestational Age: " + document.getElementById('gestationalAge').value + " weeks"); assumptions.push("Maternal Height: " + document.getElementById('maternalHeight').value); assumptions.push("Maternal Weight Gain: " + document.getElementById('maternalWeightGain').value + " lbs"); assumptions.push("Maternal Health Status: " + document.getElementById('maternalHealthStatus').value); assumptions.push("Parity: " + document.getElementById('parity').value); var resultText = "— Birth Weight Prediction —\n\n"; resultText += "Estimated Birth Weight: " + predictedWeight + "\n"; resultText += "Average Birth Weight (for GA): " + averageWeight + "\n"; resultText += "Estimated Fetal Growth Rate: " + growthRate + "\n"; resultText += "Risk Factor Score: " + riskScore + "\n\n"; resultText += "Key Inputs (Assumptions):\n"; resultText += assumptions.join("\n"); // Use Clipboard API navigator.clipboard.writeText(resultText).then(function() { // Success feedback (optional) var copyButton = document.querySelector('button.secondary'); var originalText = copyButton.innerText; copyButton.innerText = 'Copied!'; copyButton.style.backgroundColor = '#28a745'; setTimeout(function() { copyButton.innerText = originalText; copyButton.style.backgroundColor = '#6c757d'; }, 2000); }).catch(function(err) { console.error('Could not copy text: ', err); // Fallback for older browsers or if permissions are denied prompt("Copy results manually:", resultText); }); } function resetForm() { document.getElementById('maternalAge').value = 28; document.getElementById('gestationalAge').value = 39.0; document.getElementById('maternalHeight').value = 'average'; document.getElementById('maternalWeightGain').value = 30; document.getElementById('maternalHealthStatus').value = 'good'; document.getElementById('parity').value = 0; // Clear errors document.getElementById('maternalAgeError').style.display = 'none'; document.getElementById('gestationalAgeError').style.display = 'none'; document.getElementById('maternalWeightGainError').style.display = 'none'; document.getElementById('parityError').style.display = 'none'; document.getElementById('maternalAge').style.borderColor = '#ccc'; document.getElementById('gestationalAge').style.borderColor = '#ccc'; document.getElementById('maternalWeightGain').style.borderColor = '#ccc'; document.getElementById('parity').style.borderColor = '#ccc'; // Reset results display document.getElementById('predictedWeight').innerText = '–'; document.getElementById('averageWeight').innerText = '–'; document.getElementById('growthRate').innerText = '–'; document.getElementById('riskScore').innerText = '–'; document.getElementById('mainPredictedWeight').innerText = '–'; clearChart(); clearTable(); } // Initialize chart on load if default values are present document.addEventListener('DOMContentLoaded', function() { // Add a placeholder message to the canvas if it's empty var canvas = document.getElementById('birthWeightChart'); var ctx = canvas.getContext('2d'); ctx.font = "16px Segoe UI"; ctx.fillStyle = "#666"; ctx.textAlign = "center"; ctx.fillText("Enter inputs to generate chart.", canvas.width / 2, canvas.height / 2); // Initialize table with placeholder clearTable(); // Trigger initial calculation if form is not empty, or reset to defaults var formFilled = false; var inputs = document.querySelectorAll('#inputForm input, #inputForm select'); inputs.forEach(function(input) { if (input.value !== " && input.value !== 'average' && input.value !== 'good') { formFilled = true; } }); if (formFilled) { calculateBirthWeight(); } else { resetForm(); // Load with default values } }); // Add event listeners for real-time updates var formElements = document.querySelectorAll('#inputForm input, #inputForm select'); formElements.forEach(function(element) { element.addEventListener('input', calculateBirthWeight); element.addEventListener('change', calculateBirthWeight); });

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