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patient_id_24691841.json
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{
"patient_id": "24691841",
"tool_results": [
{
"tool_id": "3992",
"tool_name": "STOP-BANG Score for Obstructive Sleep Apnea",
"params": {
"Do you snore loudly?": "Yes",
"Do you often feel tired, fatigued, or sleepy during the daytime?": "Yes",
"Has anyone observed you stop breathing during sleep?": "Yes",
"Do you have (or are you being treated for) high blood pressure?": "Yes",
"BMI": ">35 kg/m²",
"Age": ">50 years",
"Neck circumference": ">40 cm",
"Gender": "Male"
},
"tool_summary": "STOP-BANG Score: [8, high risk for moderate to severe OSA]"
},
{
"tool_id": "3990",
"tool_name": "Killip Classification for Heart Failure",
"params": {
"Classification": "S3 and basal rales on auscultation"
},
"tool_summary": "Killip Class II: [5-12%, moderate risk of 30-day mortality]"
},
{
"tool_id": "10536",
"tool_name": "Edmonton Obesity Staging System (EOSS)",
"params": {
"Obesity-related risk factors": "Significant (risk factors that have led to end-organ damage, such as MI, HF, complications from DM, etc.) ",
"Physical symptoms or functional limitations": "Significant (unable to work or complete routine activities)",
"Psychological symptoms": "Mild (symptoms of well-being impairment, without impact to quality of life)"
},
"tool_summary": "EOSS (Edmonton Obesity Staging System): [Stage 3, high risk]"
},
{
"tool_id": "807",
"tool_name": "HAS-BLED Score for Major Bleeding Risk",
"params": {
"Hypertension": "Yes",
"Renal disease": "Yes",
"Liver disease": "No",
"Stroke history": "No",
"Prior major bleeding or predisposition to bleeding": "No",
"Labile INR": "No",
"Age >65": "Yes",
"Medication usage predisposing to bleeding": "Yes",
"Alcohol use": "No"
},
"tool_summary": "HAS-BLED Score: [4, high risk for major bleeding]"
},
{
"tool_id": "10016",
"tool_name": "Dual Antiplatelet Therapy (DAPT) Score",
"params": {
"Age, years": "65-74",
"Cigarette smoking": "No",
"Diabetes mellitus": "No",
"MI at presentation": "No",
"Prior PCI or prior MI": "No",
"Paclitaxel-eluting stent": "No",
"Stent diameter <3 mm": "No",
"CHF or LVEF <30%": "No",
"Vein graft stent": "No"
},
"tool_summary": "DAPT Score: [-1, low risk]"
},
{
"tool_id": "10051",
"tool_name": "HOSPITAL Score for Readmissions",
"params": {
"Hemoglobin level at discharge, g/dL": "<12 ",
"Discharged from oncology service": "No",
"Sodium level at discharge, mEq/L": ">=135 ",
"Any ICD-9 coded procedure performed during hospital stay": "Yes",
"Index admission type": "Elective",
"Number of hospital admissions during the previous year": "0-1",
"Length of stay": "<5 days"
},
"tool_summary": "HOSPITAL Score: [2 points, Low risk of potentially avoidable 30-day readmission (5.8%)]"
},
{
"tool_id": "2023",
"tool_name": "Padua Prediction Score for Risk of VTE",
"params": {
"Active cancer": "No",
"Previous VTE": "No",
"Reduced mobility": "Yes",
"Already known thrombophilic condition": "No",
"Recent (<=1 month) trauma and/or surgery": "Yes",
"Elderly age (>=70 years)": "Yes",
"Heart and/or respiratory failure": "Yes",
"Acute MI and/or ischemic stroke": "No",
"Acute infection and/or rheumatologic disorder": "No",
"Obesity (BMI >=30)": "Yes",
"Ongoing hormonal treatment": "No"
},
"tool_summary": "2023 Padua Prediction Score: [8, high risk for venous thromboembolism (VTE), pharmacologic prophylaxis indicated]"
},
{
"tool_id": "3994",
"tool_name": "Ottawa Heart Failure Risk Scale (OHFRS)",
"params": {
"Stroke or TIA": "No",
"Intubation for respiratory distress": "No",
"Heart rate on ED arrival >=110": "No",
"SaO₂ <90% on arrival": "No",
"Heart rate >=110 during 3-minutes walk test (or too ill to perform walk test)": "Yes",
"New ischemic changes on EKG": "No",
"Urea >=12 mmol/L (33 mg/dL)": "No",
"Serum CO₂ >=35 mmol/L (mEq/L)": "No",
"Troponin I or T elevated to MI level": "No",
"NT-proBNP >=5,000 ng/L (pg/mL)": "No"
},
"tool_summary": "OHFRS (Ottawa Heart Failure Risk Scale): [1, medium risk]"
},
{
"tool_id": "10471",
"tool_name": "Acute Renal Failure after Cardiac Surgery (Thakar Score)",
"params": {
"Gender": "Male",
"Congestive heart failure": "Yes",
"Left ventricular ejection fraction ": "No",
"Preoperative use of IABP": "No",
"COPD": "No",
"Insulin-requiring diabetes": "No",
"Previous cardiac surgery": "No",
"Emergency surgery": "No",
"Surgery type": "Valve only",
"Preoperative creatinine, mg/dL": "1.2-2.0"
},
"tool_summary": "Mini Score: [4 points, 1.8% risk of ARF]"
},
{
"tool_id": "10046",
"tool_name": "Denver HIV Risk Score",
"params": {
"Age, years ": "<22",
"Gender": "Male",
"Sexual practices": "None of the above",
"Other risk factors": "Neither",
"Race/ethnicity": "American Indian, Alaska Native, Native Hawaiian, non-Hawaiian Pacific Islander, or other"
},
"tool_summary": "Denver HIV Score: [21, Low risk]"
},
{
"tool_id": "10467",
"tool_name": "VTE-BLEED Score",
"params": {
"Active cancer": "No",
"Male patient with uncontrolled hypertension": "No",
"Anemia": "Yes",
"History of bleeding": "No",
"Renal dysfunction (creatinine clearance 30-60 mL/min)": "No",
"Age >=60 years": "Yes"
},
"tool_summary": "VTE-BLEED Score: [3, Elevated Bleeding Risk]"
},
{
"tool_id": "10520",
"tool_name": "Obesity Surgery Mortality Risk Score (OS-MRS)",
"params": {
"BMI >=50 kg/m2": "Yes",
"Male gender": "Yes",
"Hypertension": "Yes",
"Risk of PE": "No",
"Age >=45 years": "Yes"
},
"tool_summary": "OS-MRS (Outcome Scale for Mortality Risk): [4 points, 7.56% mortality rate, Class C]"
},
{
"tool_id": "10007",
"tool_name": "Embolic Stroke of Undetermined Source (ESUS) Criteria",
"params": {
"Non-lacunar ischemic stroke on CT or MRI": "No",
"Absence of atherosclerosis (extra- or intracranial) causing >=50% luminal stenosis in arteries supplying the ischemic area": "Yes",
"No major risk cardioembolic source": "Yes",
"No other specific cause of stroke identified": "Yes"
},
"tool_summary": "ESUS Criteria: [Negative, low risk of ESUS]"
},
{
"tool_id": "3916",
"tool_name": "BODE Index for COPD Survival",
"params": {
"FEV₁ (% of predicted)": "50-64%",
"6 Minute Walk Distance": "<=149 m (163 yds)",
"mMRC Dyspnea Scale": "Too dyspneic to leave house or breathless when dressing",
"BMI (kg/m²)": ">21"
},
"tool_summary": "BODE Index: [7, high mortality risk]"
},
{
"tool_id": "10161",
"tool_name": "COPD Assessment Test (CAT)",
"params": {
"Cough": "0 (“I never cough”)",
"Phlegm": "0 (“I have no phlegm in my chest at all”)",
"Chest tightness": "0 (“My chest does not feel tight at all”)",
"Breathlessness": "4",
"Activities": "4",
"Confidence": "3",
"Sleep": "2",
"Energy": "4"
},
"tool_summary": "COPD Assessment Test (CAT): [17, Medium health impact]"
},
{
"tool_id": "10038",
"tool_name": "Braden Score for Pressure Ulcers",
"params": {
"Sensory perception": "Slightly limited: responds to verbal commands but cannot always communicate discomfort or need to be turned, OR has sensory impairment limiting ability to feel pain/discomfort in 1-2 extremities",
"Moisture": "Rarely moist: skin usually dry, linen only requires changing at routine intervals ",
"Activity": "Chairfast: ability to walk severely limited or non-existent; cannot bear own weight and/or must be assisted into chair/wheelchair",
"Mobility": "Slightly limited: makes frequent though slight changes in body or extremity position independently ",
"Nutrition": "Adequate: eats over half of most meals; eats 4 servings protein (meat or dairy) daily; occasionally refuses meal but will usually take supplement when offered; or is on a tube feeding/TPN regimen which probably meets most of nutritional needs ",
"Friction and shear": "Potential problem: moves feebly or requires minimum assistance; during a move, skin probably slides to some extent against sheets, chair restraints, or other devices; maintains relatively good position in chair or bed most of the time but occasionally sli"
},
"tool_summary": "Braden Score: [17, mild risk]"
},
{
"tool_id": "10040",
"tool_name": "Duval/CIBMTR Score for Acute Myelogenous Leukemia (AML) Survival",
"params": {
"Disease group": "Primary induction failure or duration of first complete remission >6 months",
"Cytogenetics prior to HSCT": "Good or intermediate ",
" HLA match group": "HLA identical sibling or well matched or partially matched unrelated",
"Circulating blasts ": "Absent",
"Karnofsky or Lanksy scale": "<90"
},
"tool_summary": "Duval Score: [1, 28% 3-year overall survival after transplantation]"
},
{
"tool_id": "10486",
"tool_name": "Sequential Clinical Assessment of Respiratory Function (SCARF) Score",
"params": {
"Incentive spirometry ": "No",
"Respiratory rate >20 breaths/min": "No",
"Numeric pain score >=5": "No",
"Cough inadequate to clear respiratory secretions": "No"
},
"tool_summary": "SCARF Score: [0, Low risk of ≥1 adverse outcome]"
}
]
}