chore: remove obsolete analysis files and plots for emergency and treatment datasets

dataset/analysis/integrity_check/integrity_check_report.json

@@ -1,29 +0,0 @@
-{
-  "sample_analysis": {
-    "matched": {
-      "non_null": 100,
-      "non_empty": 100,
-      "unique_values": 84
-    },
-    "treatment_matched": {
-      "non_null": 100,
-      "non_empty": 100,
-      "unique_values": 100
-    }
-  },
-  "full_file_analysis": {
-    "total_records": 9367,
-    "matched_column": {
-      "non_null_count": 9367,
-      "non_empty_count": 9367,
-      "null_percentage": 0.0
-    },
-    "treatment_matched_column": {
-      "non_null_count": 9367,
-      "non_empty_count": 9367,
-      "null_percentage": 0.0
-    },
-    "both_matched_count": 3315,
-    "both_matched_percentage": 35.39019963702359
-  }
-}

dataset/analysis/keyword_matching_test_results.json

@@ -1,151 +0,0 @@
-{
-  "special_terms_matching": [
-    {
-      "clean_text": "Patient needs an x-ray of the chest",
-      "category": "x-ray variants",
-      "matched": "x-ray"
-    },
-    {
-      "clean_text": "Ordered chest xray",
-      "category": "x-ray variants",
-      "matched": "xray"
-    },
-    {
-      "clean_text": "X ray shows pneumonia",
-      "category": "x-ray variants",
-      "matched": "X ray"
-    },
-    {
-      "clean_text": "XRAY negative",
-      "category": "x-ray variants",
-      "matched": "XRAY"
-    },
-    {
-      "clean_text": "CT scan reveals nodule",
-      "category": "ct-scan variants",
-      "matched": "CT scan"
-    },
-    {
-      "clean_text": "CT-scan indicates mass",
-      "category": "ct-scan variants",
-      "matched": "CT-scan"
-    },
-    {
-      "clean_text": "Requires ctscan urgently",
-      "category": "ct-scan variants",
-      "matched": "ctscan"
-    },
-    {
-      "clean_text": "CTSCAN of abdomen",
-      "category": "ct-scan variants",
-      "matched": "CTSCAN"
-    },
-    {
-      "clean_text": "Point-of-care testing needed",
-      "category": "point-of-care variants",
-      "matched": "Point-of-care"
-    },
-    {
-      "clean_text": "Point of care ultrasound",
-      "category": "point-of-care variants",
-      "matched": "Point of care"
-    },
-    {
-      "clean_text": "POC testing results",
-      "category": "point-of-care variants",
-      "matched": ""
-    },
-    {
-      "clean_text": "Ordered both x-ray and CT scan",
-      "category": "mixed cases",
-      "matched": "x-ray|CT scan"
-    },
-    {
-      "clean_text": "XRAY and CTSCAN negative",
-      "category": "mixed cases",
-      "matched": "XRAY|CTSCAN"
-    },
-    {
-      "clean_text": "Multiple point-of-care tests with x-ray",
-      "category": "mixed cases",
-      "matched": "point-of-care|x-ray"
-    },
-    {
-      "clean_text": "No imaging mentioned",
-      "category": "negative cases",
-      "matched": ""
-    },
-    {
-      "clean_text": "Regular examination only",
-      "category": "negative cases",
-      "matched": ""
-    },
-    {
-      "clean_text": "Laboratory tests pending",
-      "category": "negative cases",
-      "matched": ""
-    }
-  ],
-  "basic_matching": [
-    {
-      "clean_text": "Emergency treatment required",
-      "category": "simple matches",
-      "matched": "Emergency"
-    },
-    {
-      "clean_text": "Acute condition observed",
-      "category": "simple matches",
-      "matched": "Acute"
-    },
-    {
-      "clean_text": "Urgent care needed",
-      "category": "simple matches",
-      "matched": "Urgent"
-    },
-    {
-      "clean_text": "EMERGENCY situation",
-      "category": "case variations",
-      "matched": "EMERGENCY"
-    },
-    {
-      "clean_text": "Acute RESPIRATORY failure",
-      "category": "case variations",
-      "matched": "Acute"
-    },
-    {
-      "clean_text": "URgent surgical intervention",
-      "category": "case variations",
-      "matched": "URgent"
-    },
-    {
-      "clean_text": "Emergency treatment for acute condition",
-      "category": "multiple matches",
-      "matched": "Emergency|acute"
-    },
-    {
-      "clean_text": "Urgent care in emergency department",
-      "category": "multiple matches",
-      "matched": "Urgent|emergency"
-    },
-    {
-      "clean_text": "Acute respiratory emergency",
-      "category": "multiple matches",
-      "matched": "Acute|emergency"
-    },
-    {
-      "clean_text": "Non-emergency situation",
-      "category": "partial words",
-      "matched": "emergency"
-    },
-    {
-      "clean_text": "Subacute condition",
-      "category": "partial words",
-      "matched": ""
-    },
-    {
-      "clean_text": "Emergency-related",
-      "category": "partial words",
-      "matched": "Emergency"
-    }
-  ]
-}

dataset/analysis/stats/analysis_stats_emergency_subset.json

@@ -1,55 +0,0 @@
-{
-  "basic_statistics": {
-    "total_records": 10282,
-    "avg_length": 25185.078194903715
-  },
-  "keyword_statistics": {
-    "Acute abdomen": 52,
-    "Acute bleeding": 31,
-    "Acute Coronary Syndrome": 345,
-    "Acute Kidney Injury": 202,
-    "Acute pancreatitis": 214,
-    "Acute respiratory distress syndrome": 231,
-    "Acute stroke": 67,
-    "Anaphylaxis": 1016,
-    "Anaphylactic Shock": 153,
-    "Arrhythmia": 1547,
-    "Atrial fibrillation": 771,
-    "Atrial flutter": 146,
-    "Bradycardia": 884,
-    "Cardiac arrest": 614,
-    "Cardiogenic Shock": 196,
-    "Chest pain": 1433,
-    "Dyspnea": 1319,
-    "Fever": 4270,
-    "Gastrointestinal Hemorrhage": 158,
-    "GI bleeding": 105,
-    "Hemorrhage": 1611,
-    "Hemorrhagic stroke": 117,
-    "Hyperthermia": 305,
-    "Hypovolemic Shock": 63,
-    "Hypotension": 1929,
-    "Hypothermia": 356,
-    "Internal bleeding": 70,
-    "Intracranial Hemorrhages": 6,
-    "Ischemic stroke": 224,
-    "Loss of consciousness": 422,
-    "Myocardial Infarction": 1708,
-    "MI": 10183,
-    "Pulmonary Edema": 487,
-    "Pulmonary Embolism": 654,
-    "Respiratory distress": 730,
-    "Respiratory failure": 579,
-    "Sepsis": 1181,
-    "Severe Sepsis": 81,
-    "Septic Shock": 244,
-    "Shock": 1881,
-    "Status Epilepticus": 150,
-    "Syncope": 834,
-    "Tachycardia": 1650,
-    "Tachypnea": 268,
-    "Traumatic Brain Injury": 171,
-    "Ventricular Tachycardia": 491,
-    "Ventricular fibrillation": 295
-  }
-}

dataset/analysis/stats/analysis_stats_emergency_subset_opt.json

@@ -1,55 +0,0 @@
-{
-  "basic_statistics": {
-    "total_records": 11914,
-    "avg_length": 23847.07579318449
-  },
-  "keyword_statistics": {
-    "Acute abdomen": 52,
-    "Acute bleeding": 31,
-    "Acute Coronary Syndrome": 351,
-    "Acute Kidney Injury": 202,
-    "Acute pancreatitis": 214,
-    "Acute respiratory distress syndrome": 231,
-    "Acute stroke": 67,
-    "Anaphylaxis": 1016,
-    "Anaphylactic Shock": 153,
-    "Arrhythmia": 1564,
-    "Atrial fibrillation": 771,
-    "Atrial flutter": 146,
-    "Bradycardia": 884,
-    "Cardiac arrest": 614,
-    "Cardiogenic Shock": 196,
-    "Chest pain": 1434,
-    "Dyspnea": 1319,
-    "Fever": 4279,
-    "Gastrointestinal Hemorrhage": 158,
-    "GI bleeding": 105,
-    "Hemorrhage": 1621,
-    "Hemorrhagic stroke": 117,
-    "Hyperthermia": 305,
-    "Hypovolemic Shock": 63,
-    "Hypotension": 1929,
-    "Hypothermia": 356,
-    "Internal bleeding": 70,
-    "Intracranial Hemorrhages": 6,
-    "Ischemic stroke": 225,
-    "Loss of consciousness": 422,
-    "Myocardial Infarction": 1710,
-    "MI": 11773,
-    "Pulmonary Edema": 487,
-    "Pulmonary Embolism": 654,
-    "Respiratory distress": 730,
-    "Respiratory failure": 579,
-    "Sepsis": 1188,
-    "Severe Sepsis": 81,
-    "Septic Shock": 244,
-    "Shock": 1892,
-    "Status Epilepticus": 150,
-    "Syncope": 834,
-    "Tachycardia": 1651,
-    "Tachypnea": 268,
-    "Traumatic Brain Injury": 171,
-    "Ventricular Tachycardia": 492,
-    "Ventricular fibrillation": 295
-  }
-}

dataset/analysis/subset_comparison_first10_records_20250726_163149.md

@@ -1,198 +0,0 @@
-# Optimized Subsets Comparison Report
-
-Generated on: 2025-07-26 16:31:49
-
-File format: CSV
-
-
-## Basic Statistics
-
-- Emergency subset total records: 11914
-- Emergency+Treatment subset total records: 11023
-- Avg Emergency Text Length: 23847.08
-- Avg Treatment Text Length: 25408.64
-- Avg Emergency Keywords: 2.85
-- Avg Treatment Keywords: 2.97
-
-## Emergency Subset (First 10 Records)
-
-
-### Record 1
-```
-Text preview: # Section 1: Recommendations
-
-# RECOMMENDATIONS Recommendation 1: General Measures Committee Respons...
-Matched keywords: shock
-Text length: 37792
-```
-
-
-### Record 2
-```
-Text preview: Evidence-based Series 4-9 Version 2 A Quality Initiative of the Program in Evidence-based Care (PEBC...
-Matched keywords: hemorrhage
-Text length: 7559
-```
-
-
-### Record 3
-```
-Text preview: Neuroendocrine tumours (NETs) constitute a heterogeneous group of neoplasms: they include epithelial...
-Matched keywords: ards|pulmonary embolism
-Text length: 11731
-```
-
-
-### Record 4
-```
-Text preview: Given the potential toxicities associated with alemtuzumab, and given the limited nature of the clin...
-Matched keywords: fever|dyspnea|hypotension|sepsis
-Text length: 46087
-```
-
-
-### Record 5
-```
-Text preview: Although the incidence and mortality of gastric cancer has been steadily decreasing in Canadian men ...
-Matched keywords: hyperthermia
-Text length: 35302
-```
-
-
-### Record 6
-```
-Text preview: There are various definitions for palliative care, but most people would agree that "it focuses on c...
-Matched keywords: hemorrhage|dyspnea
-Text length: 16186
-```
-
-
-### Record 7
-```
-Text preview: # GUIDELINE OBJECTIVES
-The objective of this guideline is to update a previous guideline on chemothe...
-Matched keywords: hemorrhage
-Text length: 7551
-```
-
-
-### Record 8
-```
-Text preview: Anthracyclines have been established to be superior to some non-anthracycline chemotherapy regimens ...
-Matched keywords: mi
-Text length: 50729
-```
-
-
-### Record 9
-```
-Text preview: # GUIDELINE OBJECTIVE
-This guideline was written to provide guidance on the most appropriate follow-...
-Matched keywords: hemorrhage
-Text length: 4299
-```
-
-
-### Record 10
-```
-Text preview: PDT is a local treatment. It utilizes the local, selective, cytotoxic reaction produced by photosens...
-Matched keywords: dyspnea|mi|hemorrhage|respiratory_failure|cva|hypotension|sepsis|ards
-Text length: 54427
-```
-
-
-## Emergency+Treatment Subset (First 10 Records)
-
-
-### Record 1
-```
-Text preview: # Section 1: Recommendations
-
-# RECOMMENDATIONS Recommendation 1: General Measures Committee Respons...
-Emergency keywords: shock
-Treatment keywords: management|medication|procedure|fluid|monitoring|iv|administer|dose
-Text length: 37792
-```
-
-
-### Record 2
-```
-Text preview: Evidence-based Series 4-9 Version 2 A Quality Initiative of the Program in Evidence-based Care (PEBC...
-Emergency keywords: hemorrhage
-Treatment keywords: Therapy|treatment|x-ray|us|ct
-Text length: 7559
-```
-
-
-### Record 3
-```
-Text preview: Neuroendocrine tumours (NETs) constitute a heterogeneous group of neoplasms: they include epithelial...
-Emergency keywords: ards|pulmonary embolism
-Treatment keywords: dopamine|therapy|treatment|surgery|iv|intervention|dose
-Text length: 11731
-```
-
-
-### Record 4
-```
-Text preview: Given the potential toxicities associated with alemtuzumab, and given the limited nature of the clin...
-Emergency keywords: fever|dyspnea|hypotension|sepsis
-Treatment keywords: treatment|iv|therapy|treat|management|intervention|supportive care|dose
-Text length: 46087
-```
-
-
-### Record 5
-```
-Text preview: Although the incidence and mortality of gastric cancer has been steadily decreasing in Canadian men ...
-Emergency keywords: hyperthermia
-Treatment keywords: surgery|treatment|therapy|treat|dose|ct
-Text length: 35302
-```
-
-
-### Record 6
-```
-Text preview: There are various definitions for palliative care, but most people would agree that "it focuses on c...
-Emergency keywords: hemorrhage|dyspnea
-Treatment keywords: therapy|management|treatment|morphine|dose
-Text length: 16186
-```
-
-
-### Record 7
-```
-Text preview: # GUIDELINE OBJECTIVES
-The objective of this guideline is to update a previous guideline on chemothe...
-Emergency keywords: hemorrhage
-Treatment keywords: therapy|treatment|surgery
-Text length: 7551
-```
-
-
-### Record 8
-```
-Text preview: Anthracyclines have been established to be superior to some non-anthracycline chemotherapy regimens ...
-Emergency keywords: mi
-Treatment keywords: iv|Dose|therapy|administer|surgery|treatment|treat|medication|ecg
-Text length: 50729
-```
-
-
-### Record 9
-```
-Text preview: # GUIDELINE OBJECTIVE
-This guideline was written to provide guidance on the most appropriate follow-...
-Emergency keywords: hemorrhage
-Treatment keywords: treatment|ct
-Text length: 4299
-```
-
-
-### Record 10
-```
-Text preview: PDT is a local treatment. It utilizes the local, selective, cytotoxic reaction produced by photosens...
-Emergency keywords: dyspnea|mi|hemorrhage|respiratory_failure|cva|hypotension|sepsis|ards
-Treatment keywords: treatment|oxygen|iv|dose|therapy|surgery|x-ray|administer|procedure|management
-Text length: 54427
-```

dataset/analysis/subset_comparison_first10_records_20250726_163158.md

@@ -1,198 +0,0 @@
-# Optimized Subsets Comparison Report
-
-Generated on: 2025-07-26 16:31:58
-
-File format: JSONL
-
-
-## Basic Statistics
-
-- Emergency subset total records: 11914
-- Emergency+Treatment subset total records: 11023
-- Avg Emergency Text Length: 23847.08
-- Avg Treatment Text Length: 25408.64
-- Avg Emergency Keywords: 2.85
-- Avg Treatment Keywords: 2.97
-
-## Emergency Subset (First 10 Records)
-
-
-### Record 1
-```
-Text preview: # Section 1: Recommendations
-
-# RECOMMENDATIONS Recommendation 1: General Measures Committee Respons...
-Matched keywords: shock
-Text length: 37792
-```
-
-
-### Record 2
-```
-Text preview: Evidence-based Series 4-9 Version 2 A Quality Initiative of the Program in Evidence-based Care (PEBC...
-Matched keywords: hemorrhage
-Text length: 7559
-```
-
-
-### Record 3
-```
-Text preview: Neuroendocrine tumours (NETs) constitute a heterogeneous group of neoplasms: they include epithelial...
-Matched keywords: ards|pulmonary embolism
-Text length: 11731
-```
-
-
-### Record 4
-```
-Text preview: Given the potential toxicities associated with alemtuzumab, and given the limited nature of the clin...
-Matched keywords: fever|dyspnea|hypotension|sepsis
-Text length: 46087
-```
-
-
-### Record 5
-```
-Text preview: Although the incidence and mortality of gastric cancer has been steadily decreasing in Canadian men ...
-Matched keywords: hyperthermia
-Text length: 35302
-```
-
-
-### Record 6
-```
-Text preview: There are various definitions for palliative care, but most people would agree that "it focuses on c...
-Matched keywords: hemorrhage|dyspnea
-Text length: 16186
-```
-
-
-### Record 7
-```
-Text preview: # GUIDELINE OBJECTIVES
-The objective of this guideline is to update a previous guideline on chemothe...
-Matched keywords: hemorrhage
-Text length: 7551
-```
-
-
-### Record 8
-```
-Text preview: Anthracyclines have been established to be superior to some non-anthracycline chemotherapy regimens ...
-Matched keywords: mi
-Text length: 50729
-```
-
-
-### Record 9
-```
-Text preview: # GUIDELINE OBJECTIVE
-This guideline was written to provide guidance on the most appropriate follow-...
-Matched keywords: hemorrhage
-Text length: 4299
-```
-
-
-### Record 10
-```
-Text preview: PDT is a local treatment. It utilizes the local, selective, cytotoxic reaction produced by photosens...
-Matched keywords: dyspnea|mi|hemorrhage|respiratory_failure|cva|hypotension|sepsis|ards
-Text length: 54427
-```
-
-
-## Emergency+Treatment Subset (First 10 Records)
-
-
-### Record 1
-```
-Text preview: # Section 1: Recommendations
-
-# RECOMMENDATIONS Recommendation 1: General Measures Committee Respons...
-Emergency keywords: shock
-Treatment keywords: management|medication|procedure|fluid|monitoring|iv|administer|dose
-Text length: 37792
-```
-
-
-### Record 2
-```
-Text preview: Evidence-based Series 4-9 Version 2 A Quality Initiative of the Program in Evidence-based Care (PEBC...
-Emergency keywords: hemorrhage
-Treatment keywords: Therapy|treatment|x-ray|us|ct
-Text length: 7559
-```
-
-
-### Record 3
-```
-Text preview: Neuroendocrine tumours (NETs) constitute a heterogeneous group of neoplasms: they include epithelial...
-Emergency keywords: ards|pulmonary embolism
-Treatment keywords: dopamine|therapy|treatment|surgery|iv|intervention|dose
-Text length: 11731
-```
-
-
-### Record 4
-```
-Text preview: Given the potential toxicities associated with alemtuzumab, and given the limited nature of the clin...
-Emergency keywords: fever|dyspnea|hypotension|sepsis
-Treatment keywords: treatment|iv|therapy|treat|management|intervention|supportive care|dose
-Text length: 46087
-```
-
-
-### Record 5
-```
-Text preview: Although the incidence and mortality of gastric cancer has been steadily decreasing in Canadian men ...
-Emergency keywords: hyperthermia
-Treatment keywords: surgery|treatment|therapy|treat|dose|ct
-Text length: 35302
-```
-
-
-### Record 6
-```
-Text preview: There are various definitions for palliative care, but most people would agree that "it focuses on c...
-Emergency keywords: hemorrhage|dyspnea
-Treatment keywords: therapy|management|treatment|morphine|dose
-Text length: 16186
-```
-
-
-### Record 7
-```
-Text preview: # GUIDELINE OBJECTIVES
-The objective of this guideline is to update a previous guideline on chemothe...
-Emergency keywords: hemorrhage
-Treatment keywords: therapy|treatment|surgery
-Text length: 7551
-```
-
-
-### Record 8
-```
-Text preview: Anthracyclines have been established to be superior to some non-anthracycline chemotherapy regimens ...
-Emergency keywords: mi
-Treatment keywords: iv|Dose|therapy|administer|surgery|treatment|treat|medication|ecg
-Text length: 50729
-```
-
-
-### Record 9
-```
-Text preview: # GUIDELINE OBJECTIVE
-This guideline was written to provide guidance on the most appropriate follow-...
-Emergency keywords: hemorrhage
-Treatment keywords: treatment|ct
-Text length: 4299
-```
-
-
-### Record 10
-```
-Text preview: PDT is a local treatment. It utilizes the local, selective, cytotoxic reaction produced by photosens...
-Emergency keywords: dyspnea|mi|hemorrhage|respiratory_failure|cva|hypotension|sepsis|ards
-Treatment keywords: treatment|oxygen|iv|dose|therapy|surgery|x-ray|administer|procedure|management
-Text length: 54427
-```

dataset/analysis_treatment/stats/treatment_analysis_comprehensive.json

@@ -1,293 +0,0 @@
-{
-  "basic_statistics": {
-    "total_records": 9367,
-    "avg_text_length": 27179.22952919825,
-    "emergency_keywords_count": 47,
-    "treatment_keywords_count": 105
-  },
-  "emergency_keyword_stats": {
-    "Acute abdomen": 51,
-    "Acute bleeding": 31,
-    "Acute Coronary Syndrome": 332,
-    "Acute Kidney Injury": 200,
-    "Acute pancreatitis": 202,
-    "Acute respiratory distress syndrome": 225,
-    "Acute stroke": 65,
-    "Anaphylaxis": 1002,
-    "Anaphylactic Shock": 148,
-    "Arrhythmia": 1490,
-    "Atrial fibrillation": 736,
-    "Atrial flutter": 139,
-    "Bradycardia": 845,
-    "Cardiac arrest": 600,
-    "Cardiogenic Shock": 192,
-    "Chest pain": 1408,
-    "Dyspnea": 1296,
-    "Fever": 4008,
-    "Gastrointestinal Hemorrhage": 158,
-    "GI bleeding": 103,
-    "Hemorrhage": 1532,
-    "Hemorrhagic stroke": 109,
-    "Hyperthermia": 283,
-    "Hypovolemic Shock": 61,
-    "Hypotension": 1897,
-    "Hypothermia": 340,
-    "Internal bleeding": 67,
-    "Intracranial Hemorrhages": 5,
-    "Ischemic stroke": 216,
-    "Loss of consciousness": 406,
-    "Myocardial Infarction": 1607,
-    "MI": 9316,
-    "Pulmonary Edema": 471,
-    "Pulmonary Embolism": 624,
-    "Respiratory distress": 713,
-    "Respiratory failure": 554,
-    "Sepsis": 1145,
-    "Severe Sepsis": 81,
-    "Septic Shock": 231,
-    "Shock": 1702,
-    "Status Epilepticus": 149,
-    "Syncope": 806,
-    "Tachycardia": 1576,
-    "Tachypnea": 262,
-    "Traumatic Brain Injury": 151,
-    "Ventricular Tachycardia": 461,
-    "Ventricular fibrillation": 280
-  },
-  "treatment_keyword_stats": {
-    "ACLS": 30,
-    "administer": 3881,
-    "Adrenaline": 135,
-    "Advanced Cardiac Life Support": 34,
-    "Airway Management": 174,
-    "alpha blocker": 35,
-    "Amiodarone": 315,
-    "analgesia": 323,
-    "Anesthesia Procedural": 0,
-    "Anti-Bacterial Agents": 1,
-    "antibiotic": 1922,
-    "arterial line placement": 0,
-    "beta blocker": 297,
-    "Bi-level Positive Airway Pressure": 6,
-    "bipap": 25,
-    "Blood Transfusion": 379,
-    "Bosmin": 0,
-    "Cardiopulmonary Resuscitation": 131,
-    "Cardioversion": 142,
-    "Catheterization Arterial": 0,
-    "Catheterization Central Venous": 0,
-    "central line placement": 6,
-    "compression dressing": 2,
-    "Computed Tomography": 518,
-    "cpap": 84,
-    "cpr": 151,
-    "crystalloids": 45,
-    "ct scan": 1036,
-    "Defibrillation": 96,
-    "Dopamine": 389,
-    "Dosage Forms": 210,
-    "dose": 5344,
-    "Drug Administration Routes": 0,
-    "Drug Therapy": 773,
-    "Epinephrine": 806,
-    "fluid": 2938,
-    "fluid resuscitation": 115,
-    "hemodynamic monitoring": 43,
-    "Hemodynamics": 135,
-    "Hemostasis": 180,
-    "Ibuprofen": 269,
-    "icu transfer": 9,
-    "Insulin": 808,
-    "intervention": 2695,
-    "intubation": 493,
-    "Intratracheal Intubation": 3,
-    "Intravenous Infusion": 576,
-    "iv fluids": 75,
-    "laboratory techniques": 29,
-    "laboratory testing": 296,
-    "levophed": 11,
-    "Lidocaine": 212,
-    "manage": 4416,
-    "management": 4008,
-    "medication": 4698,
-    "midazolam": 204,
-    "monitor": 4521,
-    "monitoring": 3593,
-    "Morphine": 289,
-    "Nebulization": 41,
-    "nitroglycerin": 125,
-    "NTG": 81,
-    "Norepinephrine": 392,
-    "normal saline": 252,
-    "Ondansetron": 43,
-    "Oxygen": 1779,
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