Population Summary
## data
##
## 221 Variables 334 Observations
## ---------------------------------------------------------------------------
## study_id : Study ID
## n missing distinct Info Mean Gmd .05 .10
## 334 0 334 1 8504 7857 1218 1237
## .25 .50 .75 .90 .95
## 1701 1784 17166 17216 17232
##
## Value 0 1200 1800 2000 17200
## Frequency 1 82 99 3 149
## Proportion 0.003 0.246 0.296 0.009 0.446
## ---------------------------------------------------------------------------
## prev_hosp_30 : Previous hospitalization within the last 30 days?
## n missing distinct Info Sum Mean Gmd
## 319 15 2 0.073 8 0.02508 0.04905
##
## ---------------------------------------------------------------------------
## dob : Date of birth
## n missing distinct
## 334 0 331
##
## lowest : 1929-04-19 1929-09-27 1930-09-29 1934-02-02
## highest: 1999-12-06 2017-03-04 2017-12-08 2018-10-13 2018-12-04
## ---------------------------------------------------------------------------
## age : Age (years)
## n missing distinct Info Mean Gmd .05 .10
## 330 4 65 1 43.65 18.71 21.0 23.0
## .25 .50 .75 .90 .95
## 31.0 43.0 54.0 65.1 71.1
##
## lowest : 0 18 19 21 22, highest: 79 82 83 87 88
## ---------------------------------------------------------------------------
## race : Race
## n missing distinct Info Mean Gmd
## 333 1 6 0.137 3.937 0.194
##
## Value 0 1 3 4 6 8
## Frequency 3 2 9 317 1 1
## Proportion 0.009 0.006 0.027 0.952 0.003 0.003
## ---------------------------------------------------------------------------
## sex : Gender
## n missing distinct Info Sum Mean Gmd
## 332 2 2 0.692 212 0.6386 0.463
##
## ---------------------------------------------------------------------------
## bmi : BMI
## n missing distinct
## 334 0 178
##
## lowest : 11.7 13.4 15.5 16.3, highest: 54.7 62.6 67.4 68.4 n/a
## ---------------------------------------------------------------------------
## conscious : Patient able to give history?
## n missing distinct Info Mean Gmd
## 224 110 2 0.741 1.446 0.4965
##
## Value 1 2
## Frequency 124 100
## Proportion 0.554 0.446
## ---------------------------------------------------------------------------
## pain_med_in_route : Documented opiate pain medication in route?
## n missing distinct Info Sum Mean Gmd
## 311 23 2 0.075 8 0.02572 0.05029
##
## ---------------------------------------------------------------------------
## tobacco_use : Tobacco use, any history of
## n missing distinct Info Mean Gmd
## 219 115 3 0.778 0.5205 0.6328
##
## Value 0 1 2
## Frequency 121 82 16
## Proportion 0.553 0.374 0.073
## ---------------------------------------------------------------------------
## alcohol_use : Alcohol use, currently intoxicated
## n missing distinct Info Sum Mean Gmd
## 322 12 2 0.635 98 0.3043 0.4248
##
## ---------------------------------------------------------------------------
## pt_reports_ivda : Reported IV drug use?
## n missing distinct Info Sum Mean Gmd
## 293 41 2 0.566 74 0.2526 0.3788
##
## ---------------------------------------------------------------------------
## pt_reports_doa : History of drugs of abuse (NOT tobacco or alcohol)
## n missing distinct Info Sum Mean Gmd
## 331 3 2 0.403 278 0.8399 0.2698
##
## ---------------------------------------------------------------------------
## drugs_abused___0 : Reported Drugs of Abuse (choice=Benzodiazepines)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.018 2 0.005988 0.01194
##
## ---------------------------------------------------------------------------
## drugs_abused___21 : Reported Drugs of Abuse (choice=Cocaine)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.044 5 0.01497 0.02958
##
## ---------------------------------------------------------------------------
## drugs_abused___23 : Reported Drugs of Abuse (choice=Heroin)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.087 10 0.02994 0.05826
##
## ---------------------------------------------------------------------------
## drugs_abused___24 : Reported Drugs of Abuse (choice=Marijuana / Synthetic Cannabinoids)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.062 7 0.02096 0.04116
##
## ---------------------------------------------------------------------------
## drugs_abused___25 : Reported Drugs of Abuse (choice=Methamphetamine)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.096 11 0.03293 0.06389
##
## ---------------------------------------------------------------------------
## drugs_abused___13 : Reported Drugs of Abuse (choice=Opiates/Opioid)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.062 7 0.02096 0.04116
##
## ---------------------------------------------------------------------------
## drugs_abused___28 : Reported Drugs of Abuse (choice=Prescription Sedatives & Tranquilizers)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___29 : Reported Drugs of Abuse (choice=Prescription Stimulants)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___1 : Reported Drugs of Abuse (choice=Ayahuasca)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.009 1 0.002994 0.005988
##
## ---------------------------------------------------------------------------
## drugs_abused___26 : Reported Drugs of Abuse (choice=Cough/Cold Medicines (Dextromethorphan or DXM))
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___2 : Reported Drugs of Abuse (choice=DMT)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___3 : Reported Drugs of Abuse (choice=GHB)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___22 : Reported Drugs of Abuse (choice=Hallucinogens)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___4 : Reported Drugs of Abuse (choice=Inhalants)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.044 5 0.01497 0.02958
##
## ---------------------------------------------------------------------------
## drugs_abused___6 : Reported Drugs of Abuse (choice=Khat)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___7 : Reported Drugs of Abuse (choice=Kratom)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___5 : Reported Drugs of Abuse (choice=Ketamine)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.027 3 0.008982 0.01786
##
## ---------------------------------------------------------------------------
## drugs_abused___8 : Reported Drugs of Abuse (choice=LSD)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___9 : Reported Drugs of Abuse (choice=MDMA (Ecstasy/Molly))
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___10 : Reported Drugs of Abuse (choice=Mescaline (Peyote))
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___11 : Reported Drugs of Abuse (choice=PCP)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.009 1 0.002994 0.005988
##
## ---------------------------------------------------------------------------
## drugs_abused___12 : Reported Drugs of Abuse (choice=Psilocybin)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___33 : Reported Drugs of Abuse (choice=Rohypnol® (Flunitrazepam))
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.009 1 0.002994 0.005988
##
## ---------------------------------------------------------------------------
## drugs_abused___34 : Reported Drugs of Abuse (choice=Salvia)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___35 : Reported Drugs of Abuse (choice=Steroids (Anabolic))
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___31 : Reported Drugs of Abuse (choice=Synthetic Cathinones (Bath Salts))
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___36 : Reported Drugs of Abuse (choice=Other)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.169 20 0.05988 0.1129
##
## ---------------------------------------------------------------------------
## doa_other : Please specify Other
## n missing distinct
## 334 0 19
##
## lowest : 'Serenity sense' adderall amphetamines, suboxone did not specify
## highest: prior history, not specified prior non specified IVDA suboxone xanax Xanax, suboxone, THC
## ---------------------------------------------------------------------------
## doa_urine___39 : Drugs of Abuse: Urine /blood (choice=DRUGS OF ABUSE SCREEN)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.137 16 0.0479 0.09149
##
## ---------------------------------------------------------------------------
## doa_urine___5 : Drugs of Abuse: Urine /blood (choice=Amphetamines)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.401 53 0.1587 0.2678
##
## ---------------------------------------------------------------------------
## doa_urine___6 : Drugs of Abuse: Urine /blood (choice=Barbiturates)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.053 6 0.01796 0.03539
##
## ---------------------------------------------------------------------------
## doa_urine___0 : Drugs of Abuse: Urine /blood (choice=Benzodiazepines (oxazepam, tenazepam, lorazepam, diazepam))
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.522 75 0.2246 0.3493
##
## ---------------------------------------------------------------------------
## doa_urine___1 : Drugs of Abuse: Urine /blood (choice=9 Carboxy THC)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.643 104 0.3114 0.4301
##
## ---------------------------------------------------------------------------
## doa_urine___7 : Drugs of Abuse: Urine /blood (choice=Cocaine (Benzoylecgonine))
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.153 18 0.05389 0.1023
##
## ---------------------------------------------------------------------------
## doa_urine___8 : Drugs of Abuse: Urine /blood (choice=Methadone)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.129 15 0.04491 0.08604
##
## ---------------------------------------------------------------------------
## doa_urine___13 : Drugs of Abuse: Urine /blood (choice=Opiates/Opioids)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.296 37 0.1108 0.1976
##
## ---------------------------------------------------------------------------
## doa_urine___9 : Drugs of Abuse: Urine /blood (choice=Oxycodone)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.459 63 0.1886 0.307
##
## ---------------------------------------------------------------------------
## doa_urine___40 : Drugs of Abuse: Urine /blood (choice=AMPHETAMINE LEVEL CONFIRMATION)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## doa_urine___23 : Drugs of Abuse: Urine /blood (choice=methamphetamine)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.356 46 0.1377 0.2382
##
## ---------------------------------------------------------------------------
## doa_urine___42 : Drugs of Abuse: Urine /blood (choice=MDMA)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.009 1 0.002994 0.005988
##
## ---------------------------------------------------------------------------
## doa_urine___38 : Drugs of Abuse: Urine /blood (choice=OPIATE LEVEL CONFIRMATION)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## doa_urine___24 : Drugs of Abuse: Urine /blood (choice=codine)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.053 6 0.01796 0.03539
##
## ---------------------------------------------------------------------------
## doa_urine___35 : Drugs of Abuse: Urine /blood (choice=Hydrocodone)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.009 1 0.002994 0.005988
##
## ---------------------------------------------------------------------------
## doa_urine___2 : Drugs of Abuse: Urine /blood (choice=Hydromorphone)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.309 39 0.1168 0.2069
##
## ---------------------------------------------------------------------------
## doa_urine___25 : Drugs of Abuse: Urine /blood (choice=morphine)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.492 69 0.2066 0.3288
##
## ---------------------------------------------------------------------------
## doa_urine___29 : Drugs of Abuse: Urine /blood (choice=oxymorphone)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.274 34 0.1018 0.1834
##
## ---------------------------------------------------------------------------
## doa_urine___37 : Drugs of Abuse: Urine /blood (choice=OTHER CONFIRMATION TESTING)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## doa_urine___31 : Drugs of Abuse: Urine /blood (choice=Heroin)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.027 3 0.008982 0.01786
##
## ---------------------------------------------------------------------------
## doa_urine___3 : Drugs of Abuse: Urine /blood (choice=Fentanyl)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.442 60 0.1796 0.2956
##
## ---------------------------------------------------------------------------
## doa_urine___26 : Drugs of Abuse: Urine /blood (choice=fentanyl)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.027 3 0.008982 0.01786
##
## ---------------------------------------------------------------------------
## doa_urine___4 : Drugs of Abuse: Urine /blood (choice=Norfentanyl)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.425 57 0.1707 0.2839
##
## ---------------------------------------------------------------------------
## doa_urine___14 : Drugs of Abuse: Urine /blood (choice=Ketamine)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.009 1 0.002994 0.005988
##
## ---------------------------------------------------------------------------
## doa_urine___20 : Drugs of Abuse: Urine /blood (choice=trazodone)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## doa_urine___21 : Drugs of Abuse: Urine /blood (choice=dextromethorphan)
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## doa_urine___22 : Drugs of Abuse: Urine /blood (choice=norbuprenorphine/buprenorphine)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.185 22 0.06587 0.1234
##
## ---------------------------------------------------------------------------
## doa_urine___28 : Drugs of Abuse: Urine /blood (choice=percocet)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.009 1 0.002994 0.005988
##
## ---------------------------------------------------------------------------
## doa_urine___27 : Drugs of Abuse: Urine /blood (choice=Gabapentin (neurontin))
## n missing distinct Info Mean Gmd
## 334 0 1 0 0 0
##
## Value 0
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## doa_urine___10 : Drugs of Abuse: Urine /blood (choice=Other)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.636 102 0.3054 0.4255
##
## ---------------------------------------------------------------------------
## doa_urine_other : Please specify Other
## n missing distinct
## 334 0 80
##
## lowest : alph alprazolam, alpha midazolam, alprazolam alpha alprazolam, alprazolam alpha OH alprazolam ,aprazolam lorazepam oxazepam Alpha OH alprazolam, Alpha OH midazolam, alprazolam
## highest: tramadol tramadol, desmethyl tramadol tramadol, desmethyl tramadol,alpha OH alprazolam, alpha OH midazolam, alprazolam tramadoll dismethyl tramadol Tylenol
## ---------------------------------------------------------------------------
## cc : Chief Complaint
## n missing distinct
## 334 0 198
##
## lowest : 1 y/o M admitted for injuries sustained in a motorcycle crash 64 y/o F admitted for injuries sustained in an MVC. abdominal pain Acute and subacute infective endocarditis
## highest: unresponsive unresponsive/ assault vertebral fracture working lower back pain worsening seizures
## ---------------------------------------------------------------------------
## comments : Short HPI, what is the big picture? Special notes?
## n missing distinct
## 334 0 327
##
## lowest : 28 y/o M was admitted on 18 Sept 2017 for management of injuries s/t multiple stab wounds to the neck, chest, back and abdomen. He was an inmate at Big Sandy Federal Prison and was assaulted by multiple inmates. There was reportedly a large volume of blood at the scene. He was initially taken to an OSH and then transferred to UK for further evaluation and management. The patient was evaluated per ATLS protocol. Findings included SDH/tSAH with pneumocephalus, brachial plexus injury and left proximal radius fracture all resulting from over 20 stable wounds. ORR and NSG were consulted. Wounds were copiously irrigated, Tdap and IV Abx were initiated and MRI was obtained revealing hemitransection at C5. C collar was worn at all times during admission and after discharge. ORF and PLE were consulted for the LUE injuries. Non-operative management was pursued and the the LUE was placed in a long arm splint. The patient was seen and evaluated by PT/OT. They recommended acute rehab. He will be discharged to FMC today. Patient is a female presenting to the ED as a TRAUMA ALERT RED following pedestrian versus car. Blue surgery team at bedside upon patient's arrival. Patient intubated on scene by EMS. Upon arrival, patient had a nasal ETT in place. Patient was reintubated orally with a 7.5 ETT tube, 22 at the lip. Trachea midline. Equal breath sounds bilaterally. Placement confirmed by ETCO2, + lung sliding bilaterally on EFAST, and CXR. Please see blue surgery history and physical for remainder of ED management prior to admission. 24ymale who presents after fall. patient is intubated and sedated so cannot provide hx. per report, patient was drinking and fell approx 2 stories landing on the ground. presented to outside hospital where he was obtunded. intubated and had lac repaired. tx'd to UK. on arrival, patient is on propofol but is attempting to get up and move. appears to move all extremities. not following commands. unknown medical or medication hx. 27-year-old female with a history of drug use Presents to the today after being struck by a car. Patient was walking to work earlier tonight when she was reportedly struck by car. Patient has no memory of this. She reports significant pain to her left face, left shoulder, left chest and left abdomen. Last methamphetamine use yesterday.
## highest: Using cocaine and ethanol, Vehicle roll over, Very obese, intractable back pain, kept for MRI William Caudill is a 41yom transfered from OSH for concerns for SAH. On initial evaluation patient was alone, wife was then interviewed later. On initial interview patient was lethargic requiring stimulation to stay awake. Patient reported that he had a 'horrible headache', was very nauseous, and that he had fallen from standing height and hit the back of his head. States that he had LOC. Patient was confused and stated that his name and age were that of his wife, then stated he was 'here for gallbladder surgery'. History obtained from his wife stated that collapsed in Walmart's parking lot after he 'went pale'. Then he was seen in OSH, where head CT showed a SAH. Wife states he is very confused from his normal baseline. Patient currently complaining of severe, generalized headache. yo M w/ hx of recent STEMI who presents from outside hospital ICU with left sided weakness. Pt arrives as stroke alert. Pt is somewhat confused but per outside hospital documentation, patient had onset of left sided weakness at 0700. CT at outside hospital concerning for Right ICA/MCA occlusion. was not given tpa and tx'd to UK. on arrival, patient has left sided weakness/neglect and mild aphasia.
## ---------------------------------------------------------------------------
## date_admit : Date of admission
## n missing distinct
## 334 0 206
##
## lowest : 2012-06-27 2012-07-27 2012-07-28 2012-08-01
## highest: 2018-03-24 2018-03-25 2018-03-27 2018-03-30 2028-02-12
## ---------------------------------------------------------------------------
## date_disch : Date of discharge
## n missing distinct
## 334 0 202
##
## lowest : 2012-08-03 2012-08-05 2012-08-08 2012-08-13
## highest: 2018-04-08 2018-04-11 2018-04-15 2018-06-05 2018-09-28
## ---------------------------------------------------------------------------
## days_admit : Total Days Admitted
## n missing distinct Info Mean Gmd .05 .10
## 31 303 17 0.992 12.87 15.63 1.0 1.0
## .25 .50 .75 .90 .95
## 2.0 8.0 11.5 26.0 59.0
##
## Value 0 1 2 3 6 7 8 9 10 11
## Frequency 1 4 5 1 2 1 2 3 1 3
## Proportion 0.032 0.129 0.161 0.032 0.065 0.032 0.065 0.097 0.032 0.097
##
## Value 12 15 16 24 26 59 66
## Frequency 1 1 1 1 1 2 1
## Proportion 0.032 0.032 0.032 0.032 0.032 0.065 0.032
## ---------------------------------------------------------------------------
## admit_death : Patient died during admission?
## n missing distinct Info Sum Mean Gmd
## 325 9 2 0.391 50 0.1538 0.2612
##
## ---------------------------------------------------------------------------
## death_within_30d : Patient died within 30 days of admission?
## n missing distinct Info Sum Mean Gmd
## 273 61 2 0.054 5 0.01832 0.03609
##
## ---------------------------------------------------------------------------
## date_death_3 : Date of death
## n missing distinct
## 334 0 50
##
## lowest : 2012-08-17 2012-08-21 2012-09-02 2012-09-19
## highest: 2018-03-02 2018-03-11 2018-03-27 2018-03-28 2018-04-11
## ---------------------------------------------------------------------------
## cause_of_death : What was the cause of death?
## n missing distinct
## 334 0 41
##
## lowest : acute blood loss anemia anoxic brain death anoxic brain injury axphysiation
## highest: Subarachnoid Hemorrhage traumatic brain injury Unable to maintain breathing on his own, family decided to remove life support unknown Ventricular Tachycardia Cardiac Arrest
## ---------------------------------------------------------------------------
## dz_loc_brainspine___1 : Disease Location (choice=Skull/Brain)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.669 222 0.6647 0.4471
##
## ---------------------------------------------------------------------------
## dz_loc_brainspine___2 : Disease Location (choice=Spine/Spinal cord)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.73 140 0.4192 0.4884
##
## ---------------------------------------------------------------------------
## dz_loc_brainspine___3 : Disease Location (choice=Peripheral)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.709 128 0.3832 0.4742
##
## ---------------------------------------------------------------------------
## radio_gen_finding_brain___5 : Location of mycotic aneurysm (if present) (choice=No mycotic)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.707 207 0.6198 0.4727
##
## ---------------------------------------------------------------------------
## radio_gen_finding_brain___1 : Location of mycotic aneurysm (if present) (choice=ACA)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.009 1 0.002994 0.005988
##
## ---------------------------------------------------------------------------
## radio_gen_finding_brain___2 : Location of mycotic aneurysm (if present) (choice=MCA)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.053 6 0.01796 0.03539
##
## ---------------------------------------------------------------------------
## radio_gen_finding_brain___3 : Location of mycotic aneurysm (if present) (choice=PCA)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.009 1 0.002994 0.005988
##
## ---------------------------------------------------------------------------
## radio_gen_finding_brain___4 : Location of mycotic aneurysm (if present) (choice=Other)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.044 5 0.01497 0.02958
##
## ---------------------------------------------------------------------------
## radio_gen_finding_spine___1 : Diagnosed Spine Finding (choice=Osteomyelitis)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.153 18 0.05389 0.1023
##
## ---------------------------------------------------------------------------
## radio_gen_finding_spine___2 : Diagnosed Spine Finding (choice=Diskitis)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.096 11 0.03293 0.06389
##
## ---------------------------------------------------------------------------
## radio_gen_finding_spine___3 : Diagnosed Spine Finding (choice=Epidural Abscess / Phlegmon)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.044 5 0.01497 0.02958
##
## ---------------------------------------------------------------------------
## radio_gen_finding_spine___5 : Diagnosed Spine Finding (choice=Herniation)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.018 2 0.005988 0.01194
##
## ---------------------------------------------------------------------------
## radio_gen_finding_spine___6 : Diagnosed Spine Finding (choice=Fracture)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.656 108 0.3234 0.4389
##
## ---------------------------------------------------------------------------
## radio_gen_finding_spine___7 : Diagnosed Spine Finding (choice=Other)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.096 11 0.03293 0.06389
##
## ---------------------------------------------------------------------------
## radio_gen_find_other : Describe Other
## n missing distinct
## 334 0 11
##
## lowest : 'breakdown' of vertebrae central cord syndrome chronic retrolisthesis of c5-6 compression
## highest: Dislodged bullet with resulting paraplegia Multiple Mets as well paraspinal abscess sinal stenosis C4-7 with cord edema subluxation, central cord syndrome, pressure ulcer at coccygeal
## ---------------------------------------------------------------------------
## spinal_level_radio___1 : Vertebral Level of Disease (choice=Cervical)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.413 55 0.1647 0.2759
##
## ---------------------------------------------------------------------------
## spinal_level_radio___2 : Vertebral Level of Disease (choice=Thoracic)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.401 53 0.1587 0.2678
##
## ---------------------------------------------------------------------------
## spinal_level_radio___3 : Vertebral Level of Disease (choice=Lumbar)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.407 54 0.1617 0.2719
##
## ---------------------------------------------------------------------------
## spinal_level_radio___4 : Vertebral Level of Disease (choice=Sacral)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.07 8 0.02395 0.0469
##
## ---------------------------------------------------------------------------
## procedure : Procedure performed? (If any)
## n missing distinct
## 334 0 162
##
## lowest : - 2/14/18 Right ventriculostomy; OP 12 2/14/18 Angio with coil embolization 2/20/18 Angio - IA CCB 2/23/18 Angio - IA CCB 2/23/18 Decannulated from ECMO 2/23/18 Trach/PEG 2/25/18 Angio - IA CCB 3/7/18 Conversion to VP shunt 3/8/18: angio - IA CCB - 3/7 Open reduction and internal fixation of left zygomaticomaxillary fracture via multiple approaches. 2. Open reduction and internal fixation of left parasymphyseal mandibular fracture with temporary maxillomandibular fixation. 3. Exploration of left orbital floor fracture. 4. Simple repair of multiple facial lacerations. - 9/15 right CT placement 9/20 right CT removal - Lumbar spine biopsy by interventional radiology on 12/29
## highest: VATS and decortication 01/13/18/ tube removed Jan/15 Spinal Bx 1/9/18 Ventriculostomy during admission: Yes Aneurysum treatment type: embolization Vertebral osteomyelitis with L1-L2 to L5-S1 epidural abscess - s/p L2 - 4 lumbar laminectomy for evacuation/resection of epidural lesion/abscess on11/24/17 by NS - JP drain placed intra-operatively; Removed 11/27 - Operative culture with no growth; gram stain with no organisms. However, pt was hospitalized in 10/26/17 at Georgetown for RLL venous stasis with cellulitis and group B strep agalactiae bacteremia. He was treated with Rocephin for 4 weeks (from 10/26 to 11/23) - ID following. Since pt has failed adequate treatment for GBS, will continue a 6 week course of broad spectrum coverage with Vanc/Cefepime/Flagyl. End date 1/5/18. - ID to determine if pt needs consolidation/suppressive therapy at follow up appt. - PICC placec 11/29; will need to be removed after completion of antibiotic therapy - will need CBC with diff, Chem7, CRP, Vanc trough every Monday. Lab results to be faxed to Michael Young, MD at (859) 257-9286. - follow up appt with Michael Young 1/4/2018 at 10:00 AM in ID Clinic (859) 323-5544.- - PT/OT; to subacute rehab today - PRN po pain meds and bowel regimen - staples to be removed from surgical wound on 12/08/17 by rehab facility. No follow up need with NS unless pt develops new symptoms. wound irrigation, IV ABX, MRI Xrays
## ---------------------------------------------------------------------------
## concom_infection : Concomitant infection?
## n missing distinct Info Sum Mean Gmd
## 319 15 2 0.487 65 0.2038 0.3255
##
## ---------------------------------------------------------------------------
## concom_infect_dropdwn___1 : Concomitant infection location? (choice=Heart)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.129 15 0.04491 0.08604
##
## ---------------------------------------------------------------------------
## concom_infect_dropdwn___2 : Concomitant infection location? (choice=Lung)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.12 14 0.04192 0.08056
##
## ---------------------------------------------------------------------------
## concom_infect_dropdwn___5 : Concomitant infection location? (choice=Skin)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.009 1 0.002994 0.005988
##
## ---------------------------------------------------------------------------
## concom_infect_dropdwn___6 : Concomitant infection location? (choice=Joint/bone(not spine))
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.009 1 0.002994 0.005988
##
## ---------------------------------------------------------------------------
## concom_infect_dropdwn___4 : Concomitant infection location? (choice=Sepsis)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.2 24 0.07186 0.1338
##
## ---------------------------------------------------------------------------
## concom_infect_dropdwn___3 : Concomitant infection location? (choice=Other)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.215 26 0.07784 0.144
##
## ---------------------------------------------------------------------------
## concom_infect_other : Describe Other
## n missing distinct
## 334 0 24
##
## lowest : -Bartonella, brucella and qfever bacteremia bactermia MRSA blood
## highest: septic shock skin infection sputum grew mixed flora E. aerogenes and H. influenza. Per ID, no treatment without signs of pneumonia. suspected bacteremia UTI
## ---------------------------------------------------------------------------
## organism_testing___1 : Organism isolated by: (choice=No labs/Biopsy or no organism isolated)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.507 72 0.2156 0.3392
##
## ---------------------------------------------------------------------------
## organism_testing___2 : Organism isolated by: (choice=Biopsy)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.07 8 0.02395 0.0469
##
## ---------------------------------------------------------------------------
## organism_testing___3 : Organism isolated by: (choice=Urine Culture)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.035 4 0.01198 0.02374
##
## ---------------------------------------------------------------------------
## organism_testing___4 : Organism isolated by: (choice=Blood Culture)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.169 20 0.05988 0.1129
##
## ---------------------------------------------------------------------------
## organism_from_all : Organism
## n missing distinct
## 334 0 7
##
## (326, 0.976), Gram positive cocci (1, 0.003), H. Flu and Staph A. by BAL.
## MRSA (nares) (1, 0.003), MRSA (3, 0.009), MSSA (1, 0.003), P. Acnes
## (bone), MSSA (sputum) (1, 0.003), Psuedomonas by BAL (1, 0.003)
## ---------------------------------------------------------------------------
## abuse_ynm___1 : Do you need someone to review this patient? (choice=yes)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.104 12 0.03593 0.06948
##
## ---------------------------------------------------------------------------
## abuse_ynm___0 : Do you need someone to review this patient? (choice=no)
## n missing distinct Info Sum Mean Gmd
## 334 0 2 0.369 286 0.8563 0.2469
##
## ---------------------------------------------------------------------------
## any_drug : drug use
## n missing distinct Info Sum Mean Gmd
## 33 301 2 0.551 25 0.7576 0.3788
##
## ---------------------------------------------------------------------------
## both_drug_alcoho : drug and alcohol use
## n missing distinct Info Sum Mean Gmd
## 33 301 2 0.447 6 0.1818 0.3068
##
## ---------------------------------------------------------------------------
## only_drug : Only drug use
## n missing distinct Info Sum Mean Gmd
## 31 303 2 0.731 18 0.5806 0.5032
##
## ---------------------------------------------------------------------------
## only_alcohol : Only alcohol use
## n missing distinct Info Sum Mean Gmd
## 30 304 2 0.537 7 0.2333 0.3701
##
## ---------------------------------------------------------------------------
## general_variables_complete : Complete?
## n missing distinct Info Mean Gmd
## 334 0 2 0.169 1.88 0.2259
##
## Value 0 2
## Frequency 20 314
## Proportion 0.06 0.94
## ---------------------------------------------------------------------------
## prev_hosp_30.factor
## n missing distinct
## 319 15 2
##
## Value Yes No
## Frequency 8 311
## Proportion 0.025 0.975
## ---------------------------------------------------------------------------
## race.factor
## n missing distinct
## 333 1 6
##
## American Indian/Alaska Native (3, 0.009), Asian (2, 0.006), Black or
## African American (9, 0.027), White (317, 0.952), Hispanic (1, 0.003),
## Unknown / Not Reported (1, 0.003)
## ---------------------------------------------------------------------------
## sex.factor
## n missing distinct
## 332 2 2
##
## Value Female Male
## Frequency 120 212
## Proportion 0.361 0.639
## ---------------------------------------------------------------------------
## conscious.factor
## n missing distinct
## 224 110 2
##
## Value yes, can give history no, (unconscious, other)
## Frequency 124 100
## Proportion 0.554 0.446
## ---------------------------------------------------------------------------
## pain_med_in_route.factor
## n missing distinct
## 311 23 2
##
## Value Yes No
## Frequency 8 303
## Proportion 0.026 0.974
## ---------------------------------------------------------------------------
## tobacco_use.factor
## n missing distinct
## 219 115 3
##
## Value yes no not reported
## Frequency 82 121 16
## Proportion 0.374 0.553 0.073
## ---------------------------------------------------------------------------
## alcohol_use.factor
## n missing distinct
## 322 12 2
##
## Value Yes No
## Frequency 98 224
## Proportion 0.304 0.696
## ---------------------------------------------------------------------------
## pt_reports_ivda.factor
## n missing distinct
## 293 41 2
##
## Value Yes No
## Frequency 74 219
## Proportion 0.253 0.747
## ---------------------------------------------------------------------------
## pt_reports_doa.factor
## n missing distinct
## 331 3 2
##
## Value Yes No
## Frequency 278 53
## Proportion 0.84 0.16
## ---------------------------------------------------------------------------
## drugs_abused___0.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 332 2
## Proportion 0.994 0.006
## ---------------------------------------------------------------------------
## drugs_abused___21.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 329 5
## Proportion 0.985 0.015
## ---------------------------------------------------------------------------
## drugs_abused___23.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 324 10
## Proportion 0.97 0.03
## ---------------------------------------------------------------------------
## drugs_abused___24.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 327 7
## Proportion 0.979 0.021
## ---------------------------------------------------------------------------
## drugs_abused___25.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 323 11
## Proportion 0.967 0.033
## ---------------------------------------------------------------------------
## drugs_abused___13.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 327 7
## Proportion 0.979 0.021
## ---------------------------------------------------------------------------
## drugs_abused___28.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___29.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___1.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 333 1
## Proportion 0.997 0.003
## ---------------------------------------------------------------------------
## drugs_abused___26.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___2.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___3.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___22.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___4.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 329 5
## Proportion 0.985 0.015
## ---------------------------------------------------------------------------
## drugs_abused___6.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___7.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___5.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 331 3
## Proportion 0.991 0.009
## ---------------------------------------------------------------------------
## drugs_abused___8.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___9.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___10.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___11.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 333 1
## Proportion 0.997 0.003
## ---------------------------------------------------------------------------
## drugs_abused___12.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___33.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 333 1
## Proportion 0.997 0.003
## ---------------------------------------------------------------------------
## drugs_abused___34.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___35.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___31.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## drugs_abused___36.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 314 20
## Proportion 0.94 0.06
## ---------------------------------------------------------------------------
## doa_urine___39.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 318 16
## Proportion 0.952 0.048
## ---------------------------------------------------------------------------
## doa_urine___5.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 281 53
## Proportion 0.841 0.159
## ---------------------------------------------------------------------------
## doa_urine___6.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 328 6
## Proportion 0.982 0.018
## ---------------------------------------------------------------------------
## doa_urine___0.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 259 75
## Proportion 0.775 0.225
## ---------------------------------------------------------------------------
## doa_urine___1.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 230 104
## Proportion 0.689 0.311
## ---------------------------------------------------------------------------
## doa_urine___7.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 316 18
## Proportion 0.946 0.054
## ---------------------------------------------------------------------------
## doa_urine___8.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 319 15
## Proportion 0.955 0.045
## ---------------------------------------------------------------------------
## doa_urine___13.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 297 37
## Proportion 0.889 0.111
## ---------------------------------------------------------------------------
## doa_urine___9.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 271 63
## Proportion 0.811 0.189
## ---------------------------------------------------------------------------
## doa_urine___40.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## doa_urine___23.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 288 46
## Proportion 0.862 0.138
## ---------------------------------------------------------------------------
## doa_urine___42.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 333 1
## Proportion 0.997 0.003
## ---------------------------------------------------------------------------
## doa_urine___38.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## doa_urine___24.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 328 6
## Proportion 0.982 0.018
## ---------------------------------------------------------------------------
## doa_urine___35.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 333 1
## Proportion 0.997 0.003
## ---------------------------------------------------------------------------
## doa_urine___2.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 295 39
## Proportion 0.883 0.117
## ---------------------------------------------------------------------------
## doa_urine___25.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 265 69
## Proportion 0.793 0.207
## ---------------------------------------------------------------------------
## doa_urine___29.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 300 34
## Proportion 0.898 0.102
## ---------------------------------------------------------------------------
## doa_urine___37.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## doa_urine___31.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 331 3
## Proportion 0.991 0.009
## ---------------------------------------------------------------------------
## doa_urine___3.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 274 60
## Proportion 0.82 0.18
## ---------------------------------------------------------------------------
## doa_urine___26.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 331 3
## Proportion 0.991 0.009
## ---------------------------------------------------------------------------
## doa_urine___4.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 277 57
## Proportion 0.829 0.171
## ---------------------------------------------------------------------------
## doa_urine___14.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 333 1
## Proportion 0.997 0.003
## ---------------------------------------------------------------------------
## doa_urine___20.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## doa_urine___21.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## doa_urine___22.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 312 22
## Proportion 0.934 0.066
## ---------------------------------------------------------------------------
## doa_urine___28.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 333 1
## Proportion 0.997 0.003
## ---------------------------------------------------------------------------
## doa_urine___27.factor
## n missing distinct value
## 334 0 1 Unchecked
##
## Value Unchecked
## Frequency 334
## Proportion 1
## ---------------------------------------------------------------------------
## doa_urine___10.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 232 102
## Proportion 0.695 0.305
## ---------------------------------------------------------------------------
## admit_death.factor
## n missing distinct
## 325 9 2
##
## Value Yes No
## Frequency 50 275
## Proportion 0.154 0.846
## ---------------------------------------------------------------------------
## death_within_30d.factor
## n missing distinct
## 273 61 2
##
## Value Yes No
## Frequency 5 268
## Proportion 0.018 0.982
## ---------------------------------------------------------------------------
## dz_loc_brainspine___1.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 112 222
## Proportion 0.335 0.665
## ---------------------------------------------------------------------------
## dz_loc_brainspine___2.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 194 140
## Proportion 0.581 0.419
## ---------------------------------------------------------------------------
## dz_loc_brainspine___3.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 206 128
## Proportion 0.617 0.383
## ---------------------------------------------------------------------------
## radio_gen_finding_brain___5.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 127 207
## Proportion 0.38 0.62
## ---------------------------------------------------------------------------
## radio_gen_finding_brain___1.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 333 1
## Proportion 0.997 0.003
## ---------------------------------------------------------------------------
## radio_gen_finding_brain___2.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 328 6
## Proportion 0.982 0.018
## ---------------------------------------------------------------------------
## radio_gen_finding_brain___3.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 333 1
## Proportion 0.997 0.003
## ---------------------------------------------------------------------------
## radio_gen_finding_brain___4.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 329 5
## Proportion 0.985 0.015
## ---------------------------------------------------------------------------
## radio_gen_finding_spine___1.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 316 18
## Proportion 0.946 0.054
## ---------------------------------------------------------------------------
## radio_gen_finding_spine___2.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 323 11
## Proportion 0.967 0.033
## ---------------------------------------------------------------------------
## radio_gen_finding_spine___3.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 329 5
## Proportion 0.985 0.015
## ---------------------------------------------------------------------------
## radio_gen_finding_spine___5.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 332 2
## Proportion 0.994 0.006
## ---------------------------------------------------------------------------
## radio_gen_finding_spine___6.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 226 108
## Proportion 0.677 0.323
## ---------------------------------------------------------------------------
## radio_gen_finding_spine___7.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 323 11
## Proportion 0.967 0.033
## ---------------------------------------------------------------------------
## spinal_level_radio___1.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 279 55
## Proportion 0.835 0.165
## ---------------------------------------------------------------------------
## spinal_level_radio___2.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 281 53
## Proportion 0.841 0.159
## ---------------------------------------------------------------------------
## spinal_level_radio___3.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 280 54
## Proportion 0.838 0.162
## ---------------------------------------------------------------------------
## spinal_level_radio___4.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 326 8
## Proportion 0.976 0.024
## ---------------------------------------------------------------------------
## concom_infection.factor
## n missing distinct
## 319 15 2
##
## Value Yes No
## Frequency 65 254
## Proportion 0.204 0.796
## ---------------------------------------------------------------------------
## concom_infect_dropdwn___1.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 319 15
## Proportion 0.955 0.045
## ---------------------------------------------------------------------------
## concom_infect_dropdwn___2.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 320 14
## Proportion 0.958 0.042
## ---------------------------------------------------------------------------
## concom_infect_dropdwn___5.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 333 1
## Proportion 0.997 0.003
## ---------------------------------------------------------------------------
## concom_infect_dropdwn___6.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 333 1
## Proportion 0.997 0.003
## ---------------------------------------------------------------------------
## concom_infect_dropdwn___4.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 310 24
## Proportion 0.928 0.072
## ---------------------------------------------------------------------------
## concom_infect_dropdwn___3.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 308 26
## Proportion 0.922 0.078
## ---------------------------------------------------------------------------
## organism_testing___1.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 262 72
## Proportion 0.784 0.216
## ---------------------------------------------------------------------------
## organism_testing___2.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 326 8
## Proportion 0.976 0.024
## ---------------------------------------------------------------------------
## organism_testing___3.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 330 4
## Proportion 0.988 0.012
## ---------------------------------------------------------------------------
## organism_testing___4.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 314 20
## Proportion 0.94 0.06
## ---------------------------------------------------------------------------
## abuse_ynm___1.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 322 12
## Proportion 0.964 0.036
## ---------------------------------------------------------------------------
## abuse_ynm___0.factor
## n missing distinct
## 334 0 2
##
## Value Unchecked Checked
## Frequency 48 286
## Proportion 0.144 0.856
## ---------------------------------------------------------------------------
## general_variables_complete.factor
## n missing distinct
## 334 0 2
##
## Value Incomplete Complete
## Frequency 20 314
## Proportion 0.06 0.94
## ---------------------------------------------------------------------------