###Carga de paquetes y lectura de datos
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| Name | tce |
| Number of rows | 69 |
| Number of columns | 114 |
| _______________________ | |
| Column type frequency: | |
| character | 2 |
| numeric | 105 |
| POSIXct | 7 |
| ________________________ | |
| Group variables | None |
Variable type: character
| skim_variable | n_missing | complete_rate | min | max | empty | n_unique | whitespace |
|---|---|---|---|---|---|---|---|
| x | 36 | 0.48 | 2 | 162 | 0 | 26 | 0 |
| x_2 | 68 | 0.01 | 13 | 13 | 0 | 1 | 0 |
Variable type: numeric
| skim_variable | n_missing | complete_rate | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| nhc | 0 | 1.00 | 699024.28 | 197755.93 | 218611.00 | 512985.00 | 840965.00 | 850606.00 | 861472.00 | ▁▂▂▁▇ |
| procedencia | 0 | 1.00 | 0.51 | 1.01 | 0.00 | 0.00 | 0.00 | 0.00 | 3.00 | ▇▁▁▁▁ |
| genero | 0 | 1.00 | 0.78 | 0.42 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 | ▂▁▁▁▇ |
| edad | 0 | 1.00 | 53.87 | 20.64 | 15.00 | 40.00 | 58.00 | 70.00 | 84.00 | ▅▃▅▇▆ |
| apacheii | 0 | 1.00 | 15.78 | 7.32 | 3.00 | 10.00 | 14.00 | 21.00 | 35.00 | ▅▇▆▃▁ |
| coagulopatia | 0 | 1.00 | 0.23 | 0.43 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▂ |
| mecanismo | 0 | 1.00 | 6.00 | 4.42 | 1.00 | 1.00 | 5.00 | 8.00 | 15.00 | ▇▆▆▃▂ |
| tipo_de_trauma | 0 | 1.00 | 1.09 | 0.28 | 1.00 | 1.00 | 1.00 | 1.00 | 2.00 | ▇▁▁▁▁ |
| prehospitalaria | 0 | 1.00 | 2.77 | 0.84 | 0.00 | 3.00 | 3.00 | 3.00 | 4.00 | ▁▁▁▇▂ |
| iot_prehosp | 0 | 1.00 | 0.23 | 0.43 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▂ |
| psicotropicos | 0 | 1.00 | 0.16 | 0.37 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▂ |
| abuso_drogas | 0 | 1.00 | 0.09 | 0.28 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| pupilas_ingreso | 0 | 1.00 | 0.33 | 0.72 | 0.00 | 0.00 | 0.00 | 0.00 | 3.00 | ▇▁▁▁▁ |
| txa | 0 | 1.00 | 0.10 | 0.30 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| ca | 0 | 1.00 | 0.04 | 0.21 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| tce_unico | 0 | 1.00 | 0.35 | 0.48 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | ▇▁▁▁▅ |
| marshall | 0 | 1.00 | 2.61 | 1.61 | 0.00 | 2.00 | 2.00 | 3.00 | 6.00 | ▃▇▁▁▃ |
| ais_cyc | 0 | 1.00 | 3.46 | 1.48 | 0.00 | 3.00 | 3.00 | 5.00 | 5.00 | ▂▃▆▃▇ |
| tx_torax | 0 | 1.00 | 0.54 | 0.50 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | ▇▁▁▁▇ |
| ais_toracico | 0 | 1.00 | 1.55 | 1.54 | 0.00 | 0.00 | 2.00 | 3.00 | 5.00 | ▇▂▆▁▁ |
| tx_abd | 0 | 1.00 | 0.22 | 0.42 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▂ |
| ais_abdominal | 0 | 1.00 | 0.51 | 1.02 | 0.00 | 0.00 | 0.00 | 0.00 | 4.00 | ▇▁▁▁▁ |
| tx_ee | 0 | 1.00 | 0.26 | 0.44 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | ▇▁▁▁▃ |
| ais_ee_y_pelvis | 0 | 1.00 | 0.58 | 1.06 | 0.00 | 0.00 | 0.00 | 1.00 | 4.00 | ▇▁▂▁▁ |
| tx_medular | 0 | 1.00 | 0.01 | 0.12 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| iss_total | 0 | 1.00 | 21.20 | 12.03 | 0.00 | 13.00 | 22.00 | 26.00 | 57.00 | ▅▆▇▁▁ |
| sofa | 0 | 1.00 | 3.93 | 3.22 | 0.00 | 1.00 | 3.00 | 6.00 | 11.00 | ▇▂▃▁▂ |
| neuro | 0 | 1.00 | 1.62 | 1.52 | 0.00 | 0.00 | 1.00 | 3.00 | 4.00 | ▇▅▂▅▃ |
| vasoactivos | 0 | 1.00 | 0.28 | 0.45 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | ▇▁▁▁▃ |
| hemodina_mica_complicaciones | 0 | 1.00 | 0.62 | 0.96 | 0.00 | 0.00 | 0.00 | 2.00 | 3.00 | ▇▁▁▃▁ |
| pafi | 0 | 1.00 | 392.52 | 120.94 | 108.00 | 287.00 | 415.00 | 500.00 | 596.00 | ▂▃▃▁▇ |
| resp | 0 | 1.00 | 0.86 | 1.05 | 0.00 | 0.00 | 0.00 | 2.00 | 3.00 | ▇▂▁▃▁ |
| pam | 1 | 0.99 | 80.66 | 12.28 | 57.00 | 72.00 | 79.00 | 88.25 | 115.00 | ▃▇▆▃▁ |
| dosis_nad | 47 | 0.32 | 0.07 | 0.08 | 0.00 | 0.00 | 0.05 | 0.12 | 0.24 | ▇▂▅▁▂ |
| cv | 0 | 1.00 | 0.83 | 1.38 | 0.00 | 0.00 | 0.00 | 1.00 | 4.00 | ▇▂▁▂▁ |
| plaqs | 1 | 0.99 | 0.32 | 0.63 | 0.00 | 0.00 | 0.00 | 0.25 | 3.00 | ▇▂▁▁▁ |
| higado | 0 | 1.00 | 0.23 | 0.57 | 0.00 | 0.00 | 0.00 | 0.00 | 2.00 | ▇▁▁▁▁ |
| renal | 0 | 1.00 | 0.07 | 0.26 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| fc | 2 | 0.97 | 88.69 | 24.98 | 49.00 | 75.00 | 85.00 | 98.50 | 187.00 | ▃▇▂▁▁ |
| fr | 25 | 0.64 | 20.30 | 9.33 | 8.00 | 16.00 | 18.00 | 21.00 | 71.00 | ▇▃▁▁▁ |
| tas | 1 | 0.99 | 137.62 | 33.82 | 67.00 | 116.00 | 133.00 | 151.25 | 250.00 | ▂▇▅▁▁ |
| gcs | 0 | 1.00 | 10.91 | 4.46 | 3.00 | 7.00 | 13.00 | 15.00 | 15.00 | ▂▂▂▁▇ |
| sato2 | 1 | 0.99 | 96.90 | 5.69 | 67.00 | 96.00 | 99.00 | 100.00 | 100.00 | ▁▁▁▁▇ |
| ta | 28 | 0.59 | 36.06 | 0.92 | 34.40 | 35.50 | 35.90 | 36.70 | 38.10 | ▅▇▇▅▂ |
| neurocx | 0 | 1.00 | 0.12 | 0.32 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| cx_urgente | 0 | 1.00 | 0.09 | 0.28 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| cx_no_urg | 0 | 1.00 | 0.13 | 0.48 | 0.00 | 0.00 | 0.00 | 0.00 | 3.00 | ▇▁▁▁▁ |
| drenaje_toracico | 0 | 1.00 | 0.16 | 0.37 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▂ |
| ch_24_h | 0 | 1.00 | 0.45 | 1.43 | 0.00 | 0.00 | 0.00 | 0.00 | 8.00 | ▇▁▁▁▁ |
| pfc | 0 | 1.00 | 0.25 | 0.95 | 0.00 | 0.00 | 0.00 | 0.00 | 6.00 | ▇▁▁▁▁ |
| plaquetas | 0 | 1.00 | 0.12 | 0.37 | 0.00 | 0.00 | 0.00 | 0.00 | 2.00 | ▇▁▁▁▁ |
| arteriografia | 0 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | ▁▁▇▁▁ |
| vm | 0 | 1.00 | 5.35 | 10.56 | 0.00 | 0.00 | 1.00 | 6.00 | 67.00 | ▇▁▁▁▁ |
| trrc | 0 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | ▁▁▇▁▁ |
| traqueo | 0 | 1.00 | 0.09 | 0.28 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| monit_pic | 0 | 1.00 | 0.17 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▂ |
| drenaje_vent | 0 | 1.00 | 0.03 | 0.17 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| cateter_parenquima | 0 | 1.00 | 0.16 | 0.37 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▂ |
| dias_pic | 0 | 1.00 | 1.23 | 2.93 | 0.00 | 0.00 | 0.00 | 0.00 | 12.00 | ▇▁▁▁▁ |
| ptio2 | 0 | 1.00 | 0.04 | 0.21 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| sedline | 0 | 1.00 | 0.13 | 0.34 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| craniectomia | 0 | 1.00 | 0.06 | 0.24 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| vasoactivos_ingreso | 0 | 1.00 | 0.28 | 0.45 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | ▇▁▁▁▃ |
| leucos | 0 | 1.00 | 12.00 | 3.46 | 5.40 | 10.20 | 11.80 | 13.80 | 23.40 | ▃▇▇▁▁ |
| nt | 0 | 1.00 | 77.83 | 13.59 | 11.30 | 74.50 | 81.00 | 86.30 | 92.90 | ▁▁▁▃▇ |
| linfos | 0 | 1.00 | 12.34 | 9.70 | 0.60 | 5.90 | 9.30 | 15.10 | 52.00 | ▇▅▁▁▁ |
| eos | 0 | 1.00 | 0.61 | 1.13 | 0.00 | 0.00 | 0.20 | 0.50 | 6.30 | ▇▁▁▁▁ |
| hb | 0 | 1.00 | 12.55 | 1.88 | 6.70 | 11.10 | 12.70 | 14.10 | 16.30 | ▁▂▇▇▃ |
| hto | 0 | 1.00 | 37.41 | 5.81 | 20.30 | 33.50 | 37.20 | 41.90 | 49.00 | ▁▃▇▇▃ |
| plq | 0 | 1.00 | 181.77 | 58.81 | 34.00 | 150.00 | 169.00 | 217.00 | 317.00 | ▁▃▇▅▂ |
| inr | 1 | 0.99 | 1.27 | 0.44 | 0.97 | 1.08 | 1.14 | 1.28 | 3.92 | ▇▁▁▁▁ |
| atp | 1 | 0.99 | 78.60 | 18.29 | 19.00 | 69.00 | 83.00 | 90.25 | 104.00 | ▁▁▃▇▇ |
| ttpa | 1 | 0.99 | 27.87 | 6.04 | 0.74 | 26.00 | 27.65 | 30.00 | 57.00 | ▁▁▇▁▁ |
| fibrinogeno | 1 | 0.99 | 402.32 | 159.06 | 120.00 | 304.75 | 374.00 | 475.25 | 1062.00 | ▅▇▂▁▁ |
| gluc | 0 | 1.00 | 162.49 | 58.92 | 90.00 | 129.00 | 142.00 | 182.00 | 435.00 | ▇▃▁▁▁ |
| urea | 0 | 1.00 | 35.25 | 14.06 | 9.90 | 25.60 | 33.80 | 42.90 | 89.30 | ▅▇▅▁▁ |
| crea | 0 | 1.00 | 0.83 | 0.22 | 0.47 | 0.67 | 0.80 | 0.95 | 1.50 | ▆▇▆▂▁ |
| na | 0 | 1.00 | 136.68 | 5.28 | 108.00 | 136.00 | 137.00 | 139.00 | 150.00 | ▁▁▁▇▁ |
| k | 0 | 1.00 | 3.93 | 0.53 | 2.10 | 3.60 | 3.90 | 4.30 | 5.20 | ▁▂▇▆▂ |
| cl | 0 | 1.00 | 106.65 | 4.90 | 89.00 | 104.00 | 107.00 | 109.00 | 123.00 | ▁▁▇▂▁ |
| ca_2 | 1 | 0.99 | 6.60 | 16.82 | 0.84 | 4.30 | 4.50 | 4.68 | 143.00 | ▇▁▁▁▁ |
| mg | 6 | 0.91 | 1.84 | 0.29 | 0.90 | 1.69 | 1.82 | 2.00 | 2.80 | ▁▃▇▂▁ |
| p | 6 | 0.91 | 2.96 | 0.75 | 1.39 | 2.50 | 3.00 | 3.35 | 5.32 | ▂▆▇▂▁ |
| alb | 24 | 0.65 | 3.30 | 0.69 | 1.60 | 3.00 | 3.30 | 3.90 | 4.30 | ▂▂▃▇▆ |
| bilit | 0 | 1.00 | 0.85 | 0.60 | 0.13 | 0.50 | 0.70 | 0.94 | 3.40 | ▇▃▁▁▁ |
| ph | 0 | 1.00 | 7.21 | 1.01 | 1.39 | 7.34 | 7.38 | 7.42 | 7.54 | ▁▁▁▁▇ |
| pco2 | 0 | 1.00 | 38.24 | 6.02 | 26.00 | 34.00 | 37.00 | 43.00 | 52.00 | ▂▇▅▅▂ |
| po2 | 0 | 1.00 | 105.76 | 53.93 | 28.00 | 65.00 | 99.00 | 139.00 | 254.00 | ▇▆▅▂▁ |
| hco3 | 0 | 1.00 | 22.85 | 3.12 | 13.70 | 21.00 | 23.10 | 24.80 | 31.30 | ▁▂▇▃▁ |
| eb | 0 | 1.00 | -2.02 | 3.15 | -10.50 | -4.00 | -2.00 | 0.00 | 7.00 | ▁▃▇▃▁ |
| lactato | 1 | 0.99 | 2.08 | 1.67 | 0.50 | 1.20 | 1.70 | 2.42 | 13.10 | ▇▁▁▁▁ |
| hemodina_mica_complicaciones_2 | 0 | 1.00 | 0.62 | 0.96 | 0.00 | 0.00 | 0.00 | 2.00 | 3.00 | ▇▁▁▃▁ |
| coagulopatia_trauma | 0 | 1.00 | 0.12 | 0.32 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| rabdomiolisis | 0 | 1.00 | 0.12 | 0.32 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| hec | 0 | 1.00 | 0.20 | 0.41 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▂ |
| disf_resp_pafi | 0 | 1.00 | 0.49 | 1.04 | 0.00 | 0.00 | 0.00 | 0.00 | 4.00 | ▇▁▁▁▁ |
| hemorragia_masiva | 0 | 1.00 | 0.04 | 0.21 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| sdmo | 0 | 1.00 | 0.13 | 0.34 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| inf_nosocomial | 0 | 1.00 | 0.32 | 0.47 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | ▇▁▁▁▃ |
| no_dias_uci | 0 | 1.00 | 9.20 | 12.47 | 0.00 | 2.00 | 4.00 | 12.00 | 73.00 | ▇▁▁▁▁ |
| evolucion_uci | 0 | 1.00 | 1.68 | 0.78 | 0.00 | 2.00 | 2.00 | 2.00 | 4.00 | ▂▁▇▁▁ |
| evolucion_hosp | 0 | 1.00 | 2.42 | 1.25 | 0.00 | 2.00 | 3.00 | 3.00 | 4.00 | ▂▁▁▇▁ |
| oh | 0 | 1.00 | 0.09 | 0.28 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▁ |
| nhc_2 | 0 | 1.00 | 699024.28 | 197755.93 | 218611.00 | 512985.00 | 840965.00 | 850606.00 | 861472.00 | ▁▂▂▁▇ |
| let | 0 | 1.00 | 0.16 | 0.37 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | ▇▁▁▁▂ |
Variable type: POSIXct
| skim_variable | n_missing | complete_rate | min | max | median | n_unique |
|---|---|---|---|---|---|---|
| fecha_trauma | 0 | 1 | 2021-01-14 00:00:00 | 2022-11-23 00:00:00 | 2022-01-11 00:00:00 | 63 |
| fecha_ingreso | 0 | 1 | 2021-01-14 00:00:00 | 2022-11-23 00:00:00 | 2022-01-11 00:00:00 | 63 |
| uci | 0 | 1 | 2021-01-15 00:00:00 | 2022-11-23 00:00:00 | 2022-01-11 00:00:00 | 63 |
| hora_uci | 0 | 1 | 1899-12-31 00:10:00 | 2023-08-23 23:08:00 | 1899-12-31 16:05:00 | 68 |
| fecha_nacimiento | 0 | 1 | 1937-11-27 00:00:00 | 2007-08-12 00:00:00 | 1964-03-03 00:00:00 | 69 |
| fecha_alta_uci | 0 | 1 | 2021-01-27 00:00:00 | 2023-01-12 00:00:00 | 2022-01-21 00:00:00 | 65 |
| fecha_alta_hosp | 0 | 1 | 2021-02-02 00:00:00 | 2023-01-25 00:00:00 | 2022-02-07 00:00:00 | 63 |
## nhc fecha_trauma
## Min. :218611 Min. :2021-01-14 00:00:00.00
## 1st Qu.:512985 1st Qu.:2021-06-28 00:00:00.00
## Median :840965 Median :2022-01-11 00:00:00.00
## Mean :699024 Mean :2022-01-10 16:41:44.34
## 3rd Qu.:850606 3rd Qu.:2022-07-05 00:00:00.00
## Max. :861472 Max. :2022-11-23 00:00:00.00
##
## fecha_ingreso uci
## Min. :2021-01-14 00:00:00.00 Min. :2021-01-15 00:00:00.00
## 1st Qu.:2021-06-28 00:00:00.00 1st Qu.:2021-06-29 00:00:00.00
## Median :2022-01-11 00:00:00.00 Median :2022-01-11 00:00:00.00
## Mean :2022-01-10 16:41:44.34 Mean :2022-01-11 08:41:44.34
## 3rd Qu.:2022-07-05 00:00:00.00 3rd Qu.:2022-07-05 00:00:00.00
## Max. :2022-11-23 00:00:00.00 Max. :2022-11-23 00:00:00.00
##
## hora_uci procedencia genero
## Min. :1899-12-31 00:10:00.00 Min. :0.0000 Min. :0.0000
## 1st Qu.:1899-12-31 10:09:00.00 1st Qu.:0.0000 1st Qu.:1.0000
## Median :1899-12-31 16:05:00.00 Median :0.0000 Median :1.0000
## Mean :1901-10-17 02:14:11.42 Mean :0.5072 Mean :0.7826
## 3rd Qu.:1899-12-31 19:41:00.00 3rd Qu.:0.0000 3rd Qu.:1.0000
## Max. :2023-08-23 23:08:00.00 Max. :3.0000 Max. :1.0000
##
## fecha_nacimiento edad apacheii
## Min. :1937-11-27 00:00:00.0000 Min. :15.00 Min. : 3.00
## 1st Qu.:1952-01-28 00:00:00.0000 1st Qu.:40.00 1st Qu.:10.00
## Median :1964-03-03 00:00:00.0000 Median :58.00 Median :14.00
## Mean :1968-01-27 02:46:58.3913 Mean :53.87 Mean :15.78
## 3rd Qu.:1982-12-18 00:00:00.0000 3rd Qu.:70.00 3rd Qu.:21.00
## Max. :2007-08-12 00:00:00.0000 Max. :84.00 Max. :35.00
##
## coagulopatia mecanismo tipo_de_trauma prehospitalaria iot_prehosp
## Min. :0.0000 Min. : 1 Min. :1.000 Min. :0.000 Min. :0.0000
## 1st Qu.:0.0000 1st Qu.: 1 1st Qu.:1.000 1st Qu.:3.000 1st Qu.:0.0000
## Median :0.0000 Median : 5 Median :1.000 Median :3.000 Median :0.0000
## Mean :0.2319 Mean : 6 Mean :1.087 Mean :2.768 Mean :0.2319
## 3rd Qu.:0.0000 3rd Qu.: 8 3rd Qu.:1.000 3rd Qu.:3.000 3rd Qu.:0.0000
## Max. :1.0000 Max. :15 Max. :2.000 Max. :4.000 Max. :1.0000
##
## psicotropicos abuso_drogas pupilas_ingreso txa
## Min. :0.0000 Min. :0.00000 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.0000 1st Qu.:0.00000 1st Qu.:0.0000 1st Qu.:0.0000
## Median :0.0000 Median :0.00000 Median :0.0000 Median :0.0000
## Mean :0.1594 Mean :0.08696 Mean :0.3333 Mean :0.1014
## 3rd Qu.:0.0000 3rd Qu.:0.00000 3rd Qu.:0.0000 3rd Qu.:0.0000
## Max. :1.0000 Max. :1.00000 Max. :3.0000 Max. :1.0000
##
## ca tce_unico marshall ais_cyc
## Min. :0.00000 Min. :0.0000 Min. :0.000 Min. :0.000
## 1st Qu.:0.00000 1st Qu.:0.0000 1st Qu.:2.000 1st Qu.:3.000
## Median :0.00000 Median :0.0000 Median :2.000 Median :3.000
## Mean :0.04348 Mean :0.3478 Mean :2.609 Mean :3.464
## 3rd Qu.:0.00000 3rd Qu.:1.0000 3rd Qu.:3.000 3rd Qu.:5.000
## Max. :1.00000 Max. :1.0000 Max. :6.000 Max. :5.000
##
## tx_torax ais_toracico tx_abd ais_abdominal
## Min. :0.0000 Min. :0.000 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.0000 1st Qu.:0.000 1st Qu.:0.0000 1st Qu.:0.0000
## Median :1.0000 Median :2.000 Median :0.0000 Median :0.0000
## Mean :0.5362 Mean :1.551 Mean :0.2174 Mean :0.5072
## 3rd Qu.:1.0000 3rd Qu.:3.000 3rd Qu.:0.0000 3rd Qu.:0.0000
## Max. :1.0000 Max. :5.000 Max. :1.0000 Max. :4.0000
##
## tx_ee ais_ee_y_pelvis tx_medular iss_total
## Min. :0.0000 Min. :0.0000 Min. :0.00000 Min. : 0.0
## 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.00000 1st Qu.:13.0
## Median :0.0000 Median :0.0000 Median :0.00000 Median :22.0
## Mean :0.2609 Mean :0.5797 Mean :0.01449 Mean :21.2
## 3rd Qu.:1.0000 3rd Qu.:1.0000 3rd Qu.:0.00000 3rd Qu.:26.0
## Max. :1.0000 Max. :4.0000 Max. :1.00000 Max. :57.0
##
## sofa neuro vasoactivos hemodina_mica_complicaciones
## Min. : 0.000 Min. :0.000 Min. :0.0000 Min. :0.0000
## 1st Qu.: 1.000 1st Qu.:0.000 1st Qu.:0.0000 1st Qu.:0.0000
## Median : 3.000 Median :1.000 Median :0.0000 Median :0.0000
## Mean : 3.928 Mean :1.623 Mean :0.2754 Mean :0.6232
## 3rd Qu.: 6.000 3rd Qu.:3.000 3rd Qu.:1.0000 3rd Qu.:2.0000
## Max. :11.000 Max. :4.000 Max. :1.0000 Max. :3.0000
##
## pafi resp pam dosis_nad
## Min. :108.0 Min. :0.0000 Min. : 57.00 Min. :0.00000
## 1st Qu.:287.0 1st Qu.:0.0000 1st Qu.: 72.00 1st Qu.:0.00250
## Median :415.0 Median :0.0000 Median : 79.00 Median :0.05000
## Mean :392.5 Mean :0.8551 Mean : 80.66 Mean :0.07318
## 3rd Qu.:500.0 3rd Qu.:2.0000 3rd Qu.: 88.25 3rd Qu.:0.11750
## Max. :596.0 Max. :3.0000 Max. :115.00 Max. :0.24000
## NA's :1 NA's :47
## cv plaqs higado renal
## Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.00000
## 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.00000
## Median :0.0000 Median :0.0000 Median :0.0000 Median :0.00000
## Mean :0.8261 Mean :0.3235 Mean :0.2319 Mean :0.07246
## 3rd Qu.:1.0000 3rd Qu.:0.2500 3rd Qu.:0.0000 3rd Qu.:0.00000
## Max. :4.0000 Max. :3.0000 Max. :2.0000 Max. :1.00000
## NA's :1
## fc fr tas gcs
## Min. : 49.00 Min. : 8.0 Min. : 67.0 Min. : 3.00
## 1st Qu.: 75.00 1st Qu.:16.0 1st Qu.:116.0 1st Qu.: 7.00
## Median : 85.00 Median :18.0 Median :133.0 Median :13.00
## Mean : 88.69 Mean :20.3 Mean :137.6 Mean :10.91
## 3rd Qu.: 98.50 3rd Qu.:21.0 3rd Qu.:151.2 3rd Qu.:15.00
## Max. :187.00 Max. :71.0 Max. :250.0 Max. :15.00
## NA's :2 NA's :25 NA's :1
## sato2 ta neurocx cx_urgente
## Min. : 67.0 Min. :34.40 Min. :0.0000 Min. :0.00000
## 1st Qu.: 96.0 1st Qu.:35.50 1st Qu.:0.0000 1st Qu.:0.00000
## Median : 99.0 Median :35.90 Median :0.0000 Median :0.00000
## Mean : 96.9 Mean :36.06 Mean :0.1159 Mean :0.08696
## 3rd Qu.:100.0 3rd Qu.:36.70 3rd Qu.:0.0000 3rd Qu.:0.00000
## Max. :100.0 Max. :38.10 Max. :1.0000 Max. :1.00000
## NA's :1 NA's :28
## cx_no_urg drenaje_toracico ch_24_h pfc
## Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000
## Median :0.0000 Median :0.0000 Median :0.0000 Median :0.0000
## Mean :0.1304 Mean :0.1594 Mean :0.4493 Mean :0.2464
## 3rd Qu.:0.0000 3rd Qu.:0.0000 3rd Qu.:0.0000 3rd Qu.:0.0000
## Max. :3.0000 Max. :1.0000 Max. :8.0000 Max. :6.0000
##
## plaquetas arteriografia vm trrc traqueo
## Min. :0.0000 Min. :0 Min. : 0.000 Min. :0 Min. :0.00000
## 1st Qu.:0.0000 1st Qu.:0 1st Qu.: 0.000 1st Qu.:0 1st Qu.:0.00000
## Median :0.0000 Median :0 Median : 1.000 Median :0 Median :0.00000
## Mean :0.1159 Mean :0 Mean : 5.348 Mean :0 Mean :0.08696
## 3rd Qu.:0.0000 3rd Qu.:0 3rd Qu.: 6.000 3rd Qu.:0 3rd Qu.:0.00000
## Max. :2.0000 Max. :0 Max. :67.000 Max. :0 Max. :1.00000
##
## monit_pic drenaje_vent cateter_parenquima dias_pic
## Min. :0.0000 Min. :0.00000 Min. :0.0000 Min. : 0.000
## 1st Qu.:0.0000 1st Qu.:0.00000 1st Qu.:0.0000 1st Qu.: 0.000
## Median :0.0000 Median :0.00000 Median :0.0000 Median : 0.000
## Mean :0.1739 Mean :0.02899 Mean :0.1594 Mean : 1.232
## 3rd Qu.:0.0000 3rd Qu.:0.00000 3rd Qu.:0.0000 3rd Qu.: 0.000
## Max. :1.0000 Max. :1.00000 Max. :1.0000 Max. :12.000
##
## ptio2 sedline craniectomia vasoactivos_ingreso
## Min. :0.00000 Min. :0.0000 Min. :0.00000 Min. :0.0000
## 1st Qu.:0.00000 1st Qu.:0.0000 1st Qu.:0.00000 1st Qu.:0.0000
## Median :0.00000 Median :0.0000 Median :0.00000 Median :0.0000
## Mean :0.04348 Mean :0.1304 Mean :0.05797 Mean :0.2754
## 3rd Qu.:0.00000 3rd Qu.:0.0000 3rd Qu.:0.00000 3rd Qu.:1.0000
## Max. :1.00000 Max. :1.0000 Max. :1.00000 Max. :1.0000
##
## leucos nt linfos eos
## Min. : 5.4 Min. :11.30 Min. : 0.60 Min. :0.0000
## 1st Qu.:10.2 1st Qu.:74.50 1st Qu.: 5.90 1st Qu.:0.0000
## Median :11.8 Median :81.00 Median : 9.30 Median :0.2000
## Mean :12.0 Mean :77.83 Mean :12.34 Mean :0.6145
## 3rd Qu.:13.8 3rd Qu.:86.30 3rd Qu.:15.10 3rd Qu.:0.5000
## Max. :23.4 Max. :92.90 Max. :52.00 Max. :6.3000
##
## hb hto plq inr
## Min. : 6.70 Min. :20.30 Min. : 34.0 Min. :0.970
## 1st Qu.:11.10 1st Qu.:33.50 1st Qu.:150.0 1st Qu.:1.077
## Median :12.70 Median :37.20 Median :169.0 Median :1.140
## Mean :12.55 Mean :37.41 Mean :181.8 Mean :1.269
## 3rd Qu.:14.10 3rd Qu.:41.90 3rd Qu.:217.0 3rd Qu.:1.282
## Max. :16.30 Max. :49.00 Max. :317.0 Max. :3.920
## NA's :1
## atp ttpa fibrinogeno gluc
## Min. : 19.00 Min. : 0.74 Min. : 120.0 Min. : 90.0
## 1st Qu.: 69.00 1st Qu.:26.00 1st Qu.: 304.8 1st Qu.:129.0
## Median : 83.00 Median :27.65 Median : 374.0 Median :142.0
## Mean : 78.60 Mean :27.87 Mean : 402.3 Mean :162.5
## 3rd Qu.: 90.25 3rd Qu.:30.00 3rd Qu.: 475.2 3rd Qu.:182.0
## Max. :104.00 Max. :57.00 Max. :1062.0 Max. :435.0
## NA's :1 NA's :1 NA's :1
## urea crea na k
## Min. : 9.90 Min. :0.4700 Min. :108.0 Min. :2.100
## 1st Qu.:25.60 1st Qu.:0.6700 1st Qu.:136.0 1st Qu.:3.600
## Median :33.80 Median :0.8000 Median :137.0 Median :3.900
## Mean :35.25 Mean :0.8343 Mean :136.7 Mean :3.929
## 3rd Qu.:42.90 3rd Qu.:0.9500 3rd Qu.:139.0 3rd Qu.:4.300
## Max. :89.30 Max. :1.5000 Max. :150.0 Max. :5.200
##
## cl ca_2 mg p
## Min. : 89.0 Min. : 0.840 Min. :0.900 Min. :1.390
## 1st Qu.:104.0 1st Qu.: 4.300 1st Qu.:1.695 1st Qu.:2.495
## Median :107.0 Median : 4.500 Median :1.820 Median :3.000
## Mean :106.7 Mean : 6.599 Mean :1.843 Mean :2.964
## 3rd Qu.:109.0 3rd Qu.: 4.685 3rd Qu.:2.000 3rd Qu.:3.350
## Max. :123.0 Max. :143.000 Max. :2.800 Max. :5.320
## NA's :1 NA's :6 NA's :6
## alb bilit ph pco2
## Min. :1.600 Min. :0.1300 Min. :1.390 Min. :26.00
## 1st Qu.:3.000 1st Qu.:0.5000 1st Qu.:7.340 1st Qu.:34.00
## Median :3.300 Median :0.7000 Median :7.380 Median :37.00
## Mean :3.304 Mean :0.8507 Mean :7.208 Mean :38.24
## 3rd Qu.:3.900 3rd Qu.:0.9400 3rd Qu.:7.420 3rd Qu.:43.00
## Max. :4.300 Max. :3.4000 Max. :7.540 Max. :52.00
## NA's :24
## po2 hco3 eb lactato
## Min. : 28.0 Min. :13.70 Min. :-10.500 Min. : 0.500
## 1st Qu.: 65.0 1st Qu.:21.00 1st Qu.: -4.000 1st Qu.: 1.200
## Median : 99.0 Median :23.10 Median : -2.000 Median : 1.700
## Mean :105.8 Mean :22.85 Mean : -2.025 Mean : 2.076
## 3rd Qu.:139.0 3rd Qu.:24.80 3rd Qu.: 0.000 3rd Qu.: 2.425
## Max. :254.0 Max. :31.30 Max. : 7.000 Max. :13.100
## NA's :1
## hemodina_mica_complicaciones_2 coagulopatia_trauma rabdomiolisis
## Min. :0.0000 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000
## Median :0.0000 Median :0.0000 Median :0.0000
## Mean :0.6232 Mean :0.1159 Mean :0.1159
## 3rd Qu.:2.0000 3rd Qu.:0.0000 3rd Qu.:0.0000
## Max. :3.0000 Max. :1.0000 Max. :1.0000
##
## hec disf_resp_pafi hemorragia_masiva sdmo
## Min. :0.0000 Min. :0.0000 Min. :0.00000 Min. :0.0000
## 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.00000 1st Qu.:0.0000
## Median :0.0000 Median :0.0000 Median :0.00000 Median :0.0000
## Mean :0.2029 Mean :0.4928 Mean :0.04348 Mean :0.1304
## 3rd Qu.:0.0000 3rd Qu.:0.0000 3rd Qu.:0.00000 3rd Qu.:0.0000
## Max. :1.0000 Max. :4.0000 Max. :1.00000 Max. :1.0000
##
## inf_nosocomial fecha_alta_uci no_dias_uci
## Min. :0.0000 Min. :2021-01-27 00:00:00.00 Min. : 0.000
## 1st Qu.:0.0000 1st Qu.:2021-07-11 00:00:00.00 1st Qu.: 2.000
## Median :0.0000 Median :2022-01-21 00:00:00.00 Median : 4.000
## Mean :0.3188 Mean :2022-01-19 21:13:02.60 Mean : 9.203
## 3rd Qu.:1.0000 3rd Qu.:2022-08-01 00:00:00.00 3rd Qu.:12.000
## Max. :1.0000 Max. :2023-01-12 00:00:00.00 Max. :73.000
##
## evolucion_uci evolucion_hosp oh
## Min. :0.000 Min. :0.00 Min. :0.00000
## 1st Qu.:2.000 1st Qu.:2.00 1st Qu.:0.00000
## Median :2.000 Median :3.00 Median :0.00000
## Mean :1.681 Mean :2.42 Mean :0.08696
## 3rd Qu.:2.000 3rd Qu.:3.00 3rd Qu.:0.00000
## Max. :4.000 Max. :4.00 Max. :1.00000
##
## fecha_alta_hosp nhc_2 let
## Min. :2021-02-02 00:00:00.00 Min. :218611 Min. :0.0000
## 1st Qu.:2021-07-19 00:00:00.00 1st Qu.:512985 1st Qu.:0.0000
## Median :2022-02-07 00:00:00.00 Median :840965 Median :0.0000
## Mean :2022-01-26 01:44:20.86 Mean :699024 Mean :0.1594
## 3rd Qu.:2022-08-04 00:00:00.00 3rd Qu.:850606 3rd Qu.:0.0000
## Max. :2023-01-25 00:00:00.00 Max. :861472 Max. :1.0000
##
## x x_2
## Length:69 Length:69
## Class :character Class :character
## Mode :character Mode :character
##
##
##
## ## Rows: 69
## Columns: 114
## $ nhc <dbl> 839102, 504684, 840965, 234342, 841995,…
## $ fecha_trauma <dttm> 2021-01-14, 2021-02-23, 2021-03-04, 20…
## $ fecha_ingreso <dttm> 2021-01-14, 2021-02-23, 2021-03-04, 20…
## $ uci <dttm> 2021-01-15, 2021-02-23, 2021-03-04, 20…
## $ hora_uci <dttm> 1899-12-31 17:47:00, 1899-12-31 08:24:…
## $ procedencia <dbl> 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 3, 3, …
## $ genero <dbl> 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, …
## $ fecha_nacimiento <dttm> 1989-11-01, 1997-07-04, 1973-11-18, 19…
## $ edad <dbl> 32, 24, 48, 84, 76, 67, 64, 49, 41, 48,…
## $ apacheii <dbl> 10, 17, 10, 25, 14, 16, 21, 8, 6, 13, 2…
## $ coagulopatia <dbl> 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, …
## $ mecanismo <dbl> 4, 15, 4, 1, 1, 12, 1, 8, 2, 5, 10, 8, …
## $ tipo_de_trauma <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, …
## $ prehospitalaria <dbl> 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 4, 3, 3, …
## $ iot_prehosp <dbl> 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, …
## $ psicotropicos <dbl> 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, …
## $ abuso_drogas <dbl> 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, …
## $ pupilas_ingreso <dbl> 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 2, …
## $ txa <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, …
## $ ca <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ tce_unico <dbl> 0, 1, 0, 1, 1, 0, 0, 0, 0, 1, 1, 0, 0, …
## $ marshall <dbl> 2, 0, 1, 6, 2, 2, 2, 3, 1, 1, 1, 2, 1, …
## $ ais_cyc <dbl> 3, 0, 2, 5, 3, 3, 5, 3, 0, 0, 0, 3, 3, …
## $ tx_torax <dbl> 1, 0, 1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, …
## $ ais_toracico <dbl> 3, 0, 2, 0, 0, 2, 3, 0, 2, 0, 0, 3, 3, …
## $ tx_abd <dbl> 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, …
## $ ais_abdominal <dbl> 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, …
## $ tx_ee <dbl> 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, …
## $ ais_ee_y_pelvis <dbl> 2, 0, 0, 0, 0, 3, 0, 2, 0, 0, 0, 0, 0, …
## $ tx_medular <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ iss_total <dbl> 27, 0, 8, 25, 9, 22, 34, 13, 4, 0, 0, 1…
## $ sofa <dbl> 6, 0, 1, 6, 1, 0, 4, 0, 2, 3, 4, 0, 2, …
## $ neuro <dbl> 1, 0, 0, 3, 0, 0, 2, 0, 1, 3, 2, 0, 2, …
## $ vasoactivos <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ hemodina_mica_complicaciones <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ pafi <dbl> 290, 500, 500, 260, 500, 500, 433, 500,…
## $ resp <dbl> 2, 0, 0, 2, 0, 0, 0, 0, 0, 0, 1, 0, 0, …
## $ pam <dbl> NA, 71, 64, 65, 98, 72, 77, 74, 66, 79,…
## $ dosis_nad <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
## $ cv <dbl> 1, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, …
## $ plaqs <dbl> 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ higado <dbl> 0, 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 0, …
## $ renal <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, …
## $ fc <dbl> 111, 92, 77, 81, 63, 101, 83, 74, 85, 1…
## $ fr <dbl> NA, NA, NA, 18, 19, 14, 18, NA, 16, 18,…
## $ tas <dbl> 116, 136, 104, 211, 171, 138, 162, 167,…
## $ gcs <dbl> 13, 15, 15, 8, 15, 15, 11, 15, 14, 8, 1…
## $ sato2 <dbl> 99, 96, 100, 100, 97, 99, 100, 95, 100,…
## $ ta <dbl> NA, 35.5, NA, NA, NA, 35.4, 34.8, 36.9,…
## $ neurocx <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ cx_urgente <dbl> 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, …
## $ cx_no_urg <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, …
## $ drenaje_toracico <dbl> 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, …
## $ ch_24_h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ pfc <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ plaquetas <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ arteriografia <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ vm <dbl> 11, 0, 0, 0, 0, 0, 18, 0, 0, 1, 1, 0, 0…
## $ trrc <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ traqueo <dbl> 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, …
## $ monit_pic <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ drenaje_vent <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ cateter_parenquima <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ dias_pic <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ ptio2 <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ sedline <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ craniectomia <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ vasoactivos_ingreso <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ leucos <dbl> 10.8, 14.4, 14.5, 9.5, 8.4, 14.8, 10.2,…
## $ nt <dbl> 79.5, 87.3, 80.3, 84.4, 72.6, 68.6, 75.…
## $ linfos <dbl> 1.1, 6.8, 14.5, 9.3, 18.8, 24.5, 14.2, …
## $ eos <dbl> 2.9, 0.1, 0.2, 0.4, 1.6, 0.6, 0.3, 0.1,…
## $ hb <dbl> 11.3, 13.4, 14.5, 10.9, 14.6, 14.1, 12.…
## $ hto <dbl> 33.5, 40.7, 44.4, 33.6, 44.1, 41.8, 37.…
## $ plq <dbl> 66, 217, 213, 158, 158, 215, 199, 170, …
## $ inr <dbl> 1.58, 1.29, 1.00, 3.92, 1.06, 1.11, 1.1…
## $ atp <dbl> 51, 69, 100, 19, 92, 84, 83, 91, 90, 82…
## $ ttpa <dbl> 31.0, 29.0, 30.7, 35.6, 28.4, 22.5, 24.…
## $ fibrinogeno <dbl> 534, 348, 351, 331, 379, 385, 422, 447,…
## $ gluc <dbl> 103, 142, 112, 154, 139, 180, 127, 134,…
## $ urea <dbl> 41.8, 38.6, 15.0, 55.7, 38.3, 38.0, 28.…
## $ crea <dbl> 0.90, 0.98, 0.61, 0.73, 1.13, 0.83, 0.6…
## $ na <dbl> 138, 137, 136, 137, 138, 135, 136, 140,…
## $ k <dbl> 4.1, 3.7, 3.5, 3.6, 3.2, 3.8, 4.1, 3.6,…
## $ cl <dbl> 108, 104, 105, 108, 104, 106, 106, 111,…
## $ ca_2 <dbl> 4.70, 143.00, 4.47, 4.64, 4.76, 4.68, 4…
## $ mg <dbl> 1.90, 2.30, 2.02, 1.73, 1.73, 1.83, 1.8…
## $ p <dbl> 3.30, 2.41, 3.23, 2.64, 2.70, 2.07, 2.9…
## $ alb <dbl> 2.1, NA, 3.7, 3.3, 3.3, 4.0, 3.7, NA, N…
## $ bilit <dbl> 0.50, 0.13, 0.36, 0.39, 1.26, 0.93, 2.0…
## $ ph <dbl> 7.27, 7.29, 7.35, 7.37, 7.45, 7.45, 7.3…
## $ pco2 <dbl> 43, 46, 48, 38, 36, 28, 40, 35, 44, 32,…
## $ po2 <dbl> 254, 42, 33, 104, 149, 65, 130, 54, 45,…
## $ hco3 <dbl> 19.7, 22.1, 26.5, 22.0, 25.0, 19.5, 24.…
## $ eb <dbl> -7.0, -4.6, 0.3, -2.9, 1.3, -3.2, -0.7,…
## $ lactato <dbl> 2.3, 3.6, 2.0, 0.9, 1.5, 2.8, 1.4, 1.9,…
## $ hemodina_mica_complicaciones_2 <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ coagulopatia_trauma <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, …
## $ rabdomiolisis <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, …
## $ hec <dbl> 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ disf_resp_pafi <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ hemorragia_masiva <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ sdmo <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ inf_nosocomial <dbl> 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, …
## $ fecha_alta_uci <dttm> 2021-01-27, 2021-02-24, 2021-03-06, 20…
## $ no_dias_uci <dbl> 13, 1, 2, 0, 1, 2, 37, 2, 1, 2, 2, 1, 4…
## $ evolucion_uci <dbl> 2, 2, 2, 0, 2, 2, 2, 2, 2, 1, 2, 1, 2, …
## $ evolucion_hosp <dbl> 3, 3, 3, 0, 3, 3, 4, 3, 3, 3, 3, 3, 3, …
## $ oh <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, …
## $ fecha_alta_hosp <dttm> 2021-02-02, 2021-03-03, 2021-03-08, 20…
## $ nhc_2 <dbl> 839102, 504684, 840965, 234342, 841995,…
## $ let <dbl> 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ x <chr> NA, "TAQUIPNEICO EN REPOSO/cannabis", N…
## $ x_2 <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…###Creación de dias de estancia
###Creación de variables categóricas
###Selección de variables al inicio
###Características basales de los pacientes
| Characteristic | N = 691 |
|---|---|
| edad | 53.87 (20.64) 58.00 (40.00, 70.00) |
| genero | |
| 0 | 15.0 / 69.0 (21.7%) |
| 1 | 54.0 / 69.0 (78.3%) |
| procedencia | |
| 0 | 54.0 / 69.0 (78.3%) |
| 1 | 1.0 / 69.0 (1.4%) |
| 2 | 8.0 / 69.0 (11.6%) |
| 3 | 6.0 / 69.0 (8.7%) |
| coagulopatia | |
| 0 | 53.0 / 69.0 (76.8%) |
| 1 | 16.0 / 69.0 (23.2%) |
| mecanismo | |
| 1 | 18.0 / 69.0 (26.1%) |
| 2 | 4.0 / 69.0 (5.8%) |
| 4 | 11.0 / 69.0 (15.9%) |
| 5 | 4.0 / 69.0 (5.8%) |
| 8 | 17.0 / 69.0 (24.6%) |
| 9 | 1.0 / 69.0 (1.4%) |
| 10 | 2.0 / 69.0 (2.9%) |
| 11 | 1.0 / 69.0 (1.4%) |
| 12 | 5.0 / 69.0 (7.2%) |
| 13 | 1.0 / 69.0 (1.4%) |
| 15 | 5.0 / 69.0 (7.2%) |
| tipo_de_trauma | |
| 1 | 63.0 / 69.0 (91.3%) |
| 2 | 6.0 / 69.0 (8.7%) |
| prehospitalaria | |
| 0 | 1.0 / 69.0 (1.4%) |
| 1 | 7.0 / 69.0 (10.1%) |
| 2 | 7.0 / 69.0 (10.1%) |
| 3 | 46.0 / 69.0 (66.7%) |
| 4 | 8.0 / 69.0 (11.6%) |
| iot_prehosp | |
| 0 | 53.0 / 69.0 (76.8%) |
| 1 | 16.0 / 69.0 (23.2%) |
| psicotropicos | |
| 0 | 58.0 / 69.0 (84.1%) |
| 1 | 11.0 / 69.0 (15.9%) |
| abuso_drogas | |
| 0 | 63.0 / 69.0 (91.3%) |
| 1 | 6.0 / 69.0 (8.7%) |
| pupilas_ingreso | |
| 0 | 55.0 / 69.0 (79.7%) |
| 1 | 6.0 / 69.0 (8.7%) |
| 2 | 7.0 / 69.0 (10.1%) |
| 3 | 1.0 / 69.0 (1.4%) |
| txa | |
| 0 | 62.0 / 69.0 (89.9%) |
| 1 | 7.0 / 69.0 (10.1%) |
| ca | |
| 0 | 66.0 / 69.0 (95.7%) |
| 1 | 3.0 / 69.0 (4.3%) |
| mecanismo_2 | |
| 1 | 18.0 / 69.0 (26.1%) |
| 2 | 20.0 / 69.0 (29.0%) |
| 3 | 17.0 / 69.0 (24.6%) |
| 4 | 14.0 / 69.0 (20.3%) |
| 1 Mean (SD) Median (IQR); n / N (%) | |
###Selección de variables relacionadas con trauma y descriptivos
| Characteristic | N = 691 |
|---|---|
| tce_unico | |
| 0 | 45.0 / 69.0 (65.2%) |
| 1 | 24.0 / 69.0 (34.8%) |
| marshall | |
| 0 | 1.0 / 69.0 (1.4%) |
| 1 | 13.0 / 69.0 (18.8%) |
| 2 | 35.0 / 69.0 (50.7%) |
| 3 | 3.0 / 69.0 (4.3%) |
| 4 | 4.0 / 69.0 (5.8%) |
| 5 | 6.0 / 69.0 (8.7%) |
| 6 | 7.0 / 69.0 (10.1%) |
| ais_cyc | 3.46 (1.48) 3.00 (3.00, 5.00) |
| tx_torax | |
| 0 | 32.0 / 69.0 (46.4%) |
| 1 | 37.0 / 69.0 (53.6%) |
| ais_toracico | 1.55 (1.54) 2.00 (0.00, 3.00) |
| tx_abd | |
| 0 | 54.0 / 69.0 (78.3%) |
| 1 | 15.0 / 69.0 (21.7%) |
| ais_abdominal | 0.51 (1.02) 0.00 (0.00, 0.00) |
| tx_ee | |
| 0 | 51.0 / 69.0 (73.9%) |
| 1 | 18.0 / 69.0 (26.1%) |
| ais_ee_y_pelvis | 0.58 (1.06) 0.00 (0.00, 1.00) |
| tx_medular | |
| 0 | 68.0 / 69.0 (98.6%) |
| 1 | 1.0 / 69.0 (1.4%) |
| iss_total | 21.20 (12.03) 22.00 (13.00, 26.00) |
| 1 n / N (%); Mean (SD) Median (IQR) | |
###Descripción de variables SOFA
| Characteristic | N = 691 |
|---|---|
| sofa | 3.93 (3.22) 3.00 (1.00, 6.00) |
| neuro | 1.62 (1.52) 1.00 (0.00, 3.00) |
| resp | 0.86 (1.05) 0.00 (0.00, 2.00) |
| cv | 0.83 (1.38) 0.00 (0.00, 1.00) |
| plaqs | 0.32 (0.63) 0.00 (0.00, 0.25) |
| Unknown | 1 |
| higado | 0.23 (0.57) 0.00 (0.00, 0.00) |
| renal | 0.07 (0.26) 0.00 (0.00, 0.00) |
| vasoactivos | |
| 0 | 50.0 / 69.0 (72.5%) |
| 1 | 19.0 / 69.0 (27.5%) |
| hemodina_mica_complicaciones | |
| 0 | 48.0 / 69.0 (69.6%) |
| 2 | 20.0 / 69.0 (29.0%) |
| 3 | 1.0 / 69.0 (1.4%) |
| pafi | 392.52 (120.94) 415.00 (287.00, 500.00) |
| apacheii | 15.78 (7.32) 14.00 (10.00, 21.00) |
| 1 Mean (SD) Median (IQR); n / N (%) | |
###Constantes
| Characteristic | N = 691 |
|---|---|
| fc | 69.00 2.00 88.69 (24.98) 85.00 (75.00, 98.50) |
| Unknown | 2.00 |
| fr | 69.00 25.00 20.30 (9.33) 18.00 (16.00, 21.00) |
| Unknown | 25.00 |
| tas | 69.00 1.00 137.62 (33.82) 133.00 (116.00, 151.25) |
| Unknown | 1.00 |
| gcs | 69.00 0.00 10.91 (4.46) 13.00 (7.00, 15.00) |
| sato2 | 69.00 1.00 96.90 (5.69) 99.00 (96.00, 100.00) |
| Unknown | 1.00 |
| ta | 69.00 28.00 36.06 (0.92) 35.90 (35.50, 36.70) |
| Unknown | 28.00 |
| 1 No. obs. N missing Mean (SD) Median (IQR) | |
###Procedimientos
| Characteristic | N = 691 |
|---|---|
| neurocx | |
| 0 | 61.0 / 69.0 (88.4%) |
| 1 | 8.0 / 69.0 (11.6%) |
| cx_urgente | |
| 0 | 63.0 / 69.0 (91.3%) |
| 1 | 6.0 / 69.0 (8.7%) |
| cx_no_urg | |
| 0 | 63.0 / 69.0 (91.3%) |
| 1 | 4.0 / 69.0 (5.8%) |
| 2 | 1.0 / 69.0 (1.4%) |
| 3 | 1.0 / 69.0 (1.4%) |
| drenaje_toracico | |
| 0 | 58.0 / 69.0 (84.1%) |
| 1 | 11.0 / 69.0 (15.9%) |
| ch_24_h | 0.45 (1.43) 0.00 (0.00, 0.00) |
| pfc | 0.25 (0.95) 0.00 (0.00, 0.00) |
| plaquetas | 0.12 (0.37) 0.00 (0.00, 0.00) |
| arteriografia | |
| 0 | 69.0 / 69.0 (100.0%) |
| vm | 5.35 (10.56) 1.00 (0.00, 6.00) |
| trrc | |
| 0 | 69.0 / 69.0 (100.0%) |
| traqueo | |
| 0 | 63.0 / 69.0 (91.3%) |
| 1 | 6.0 / 69.0 (8.7%) |
| monit_pic | |
| 0 | 57.0 / 69.0 (82.6%) |
| 1 | 12.0 / 69.0 (17.4%) |
| drenaje_vent | |
| 0 | 67.0 / 69.0 (97.1%) |
| 1 | 2.0 / 69.0 (2.9%) |
| cateter_parenquima | |
| 0 | 58.0 / 69.0 (84.1%) |
| 1 | 11.0 / 69.0 (15.9%) |
| dias_pic | 1.23 (2.93) 0.00 (0.00, 0.00) |
| ptio2 | |
| 0 | 66.0 / 69.0 (95.7%) |
| 1 | 3.0 / 69.0 (4.3%) |
| sedline | |
| 0 | 60.0 / 69.0 (87.0%) |
| 1 | 9.0 / 69.0 (13.0%) |
| craniectomia | |
| 0 | 65.0 / 69.0 (94.2%) |
| 1 | 4.0 / 69.0 (5.8%) |
| vasoactivos_ingreso | |
| 0 | 50.0 / 69.0 (72.5%) |
| 1 | 19.0 / 69.0 (27.5%) |
| 1 n / N (%); Mean (SD) Median (IQR) | |
| Characteristic | N = 691 |
|---|---|
| neurocx | |
| 0 | 61.0 / 69.0 (88.4%) |
| 1 | 8.0 / 69.0 (11.6%) |
| cx_urgente | |
| 0 | 63.0 / 69.0 (91.3%) |
| 1 | 6.0 / 69.0 (8.7%) |
| cx_no_urg | |
| 0 | 63.0 / 69.0 (91.3%) |
| 1 | 4.0 / 69.0 (5.8%) |
| 2 | 1.0 / 69.0 (1.4%) |
| 3 | 1.0 / 69.0 (1.4%) |
| drenaje_toracico | |
| 0 | 58.0 / 69.0 (84.1%) |
| 1 | 11.0 / 69.0 (15.9%) |
| ch_24_h | |
| 0 | 59.0 / 69.0 (85.5%) |
| 1 | 4.0 / 69.0 (5.8%) |
| 2 | 2.0 / 69.0 (2.9%) |
| 4 | 1.0 / 69.0 (1.4%) |
| 5 | 1.0 / 69.0 (1.4%) |
| 6 | 1.0 / 69.0 (1.4%) |
| 8 | 1.0 / 69.0 (1.4%) |
| pfc | |
| 0 | 63.0 / 69.0 (91.3%) |
| 1 | 1.0 / 69.0 (1.4%) |
| 2 | 3.0 / 69.0 (4.3%) |
| 4 | 1.0 / 69.0 (1.4%) |
| 6 | 1.0 / 69.0 (1.4%) |
| plaquetas | |
| 0 | 62.0 / 69.0 (89.9%) |
| 1 | 6.0 / 69.0 (8.7%) |
| 2 | 1.0 / 69.0 (1.4%) |
| arteriografia | |
| 0 | 69.0 / 69.0 (100.0%) |
| vm | 5.35 (10.56) 1.00 (0.00, 6.00) |
| trrc | |
| 0 | 69.0 / 69.0 (100.0%) |
| traqueo | |
| 0 | 63.0 / 69.0 (91.3%) |
| 1 | 6.0 / 69.0 (8.7%) |
| monit_pic | |
| 0 | 57.0 / 69.0 (82.6%) |
| 1 | 12.0 / 69.0 (17.4%) |
| drenaje_vent | |
| 0 | 67.0 / 69.0 (97.1%) |
| 1 | 2.0 / 69.0 (2.9%) |
| cateter_parenquima | |
| 0 | 58.0 / 69.0 (84.1%) |
| 1 | 11.0 / 69.0 (15.9%) |
| dias_pic | 1.23 (2.93) 0.00 (0.00, 0.00) |
| ptio2 | |
| 0 | 66.0 / 69.0 (95.7%) |
| 1 | 3.0 / 69.0 (4.3%) |
| sedline | |
| 0 | 60.0 / 69.0 (87.0%) |
| 1 | 9.0 / 69.0 (13.0%) |
| craniectomia | |
| 0 | 65.0 / 69.0 (94.2%) |
| 1 | 4.0 / 69.0 (5.8%) |
| vasoactivos_ingreso | |
| 0 | 50.0 / 69.0 (72.5%) |
| 1 | 19.0 / 69.0 (27.5%) |
| 1 n / N (%); Mean (SD) Median (IQR) | |
###Analítica
| Characteristic | N = 691 |
|---|---|
| leucos | 69.00 0.00 12.00 (3.46) 11.80 (10.20, 13.80) |
| nt | 69.00 0.00 77.83 (13.59) 81.00 (74.50, 86.30) |
| linfos | 69.00 0.00 12.34 (9.70) 9.30 (5.90, 15.10) |
| eos | 69.00 0.00 0.61 (1.13) 0.20 (0.00, 0.50) |
| hb | 69.00 0.00 12.55 (1.88) 12.70 (11.10, 14.10) |
| hto | 69.00 0.00 37.41 (5.81) 37.20 (33.50, 41.90) |
| plq | 69.00 0.00 181.77 (58.81) 169.00 (150.00, 217.00) |
| inr | 69.00 1.00 1.27 (0.44) 1.14 (1.08, 1.28) |
| Unknown | 1.00 |
| atp | 69.00 1.00 78.60 (18.29) 83.00 (69.00, 90.25) |
| Unknown | 1.00 |
| ttpa | 69.00 1.00 27.87 (6.04) 27.65 (26.00, 30.00) |
| Unknown | 1.00 |
| fibrinogeno | 69.00 1.00 402.32 (159.06) 374.00 (304.75, 475.25) |
| Unknown | 1.00 |
| gluc | 69.00 0.00 162.49 (58.92) 142.00 (129.00, 182.00) |
| urea | 69.00 0.00 35.25 (14.06) 33.80 (25.60, 42.90) |
| crea | 69.00 0.00 0.83 (0.22) 0.80 (0.67, 0.95) |
| na | 69.00 0.00 136.68 (5.28) 137.00 (136.00, 139.00) |
| k | 69.00 0.00 3.93 (0.53) 3.90 (3.60, 4.30) |
| cl | 69.00 0.00 106.65 (4.90) 107.00 (104.00, 109.00) |
| ca_2 | 69.00 1.00 6.60 (16.82) 4.50 (4.30, 4.69) |
| Unknown | 1.00 |
| mg | 69.00 6.00 1.84 (0.29) 1.82 (1.70, 2.00) |
| Unknown | 6.00 |
| p | 69.00 6.00 2.96 (0.75) 3.00 (2.50, 3.35) |
| Unknown | 6.00 |
| alb | 69.00 24.00 3.30 (0.69) 3.30 (3.00, 3.90) |
| Unknown | 24.00 |
| bilit | 69.00 0.00 0.85 (0.60) 0.70 (0.50, 0.94) |
| ph | 69.00 0.00 7.21 (1.01) 7.38 (7.34, 7.42) |
| pco2 | 69.00 0.00 38.24 (6.02) 37.00 (34.00, 43.00) |
| po2 | 69.00 0.00 105.76 (53.93) 99.00 (65.00, 139.00) |
| hco3 | 69.00 0.00 22.85 (3.12) 23.10 (21.00, 24.80) |
| eb | 69.00 0.00 -2.02 (3.15) -2.00 (-4.00, 0.00) |
| lactato | 69.00 1.00 2.08 (1.67) 1.70 (1.20, 2.43) |
| Unknown | 1.00 |
| 1 No. obs. N missing Mean (SD) Median (IQR) | |
###Complicaciones
| Characteristic | N = 691 |
|---|---|
| coagulopatia_trauma | |
| 0 | 61.0 / 69.0 (88.4%) |
| 1 | 8.0 / 69.0 (11.6%) |
| hemodina_mica_complicaciones_2 | |
| 0 | 48.0 / 69.0 (69.6%) |
| 2 | 20.0 / 69.0 (29.0%) |
| 3 | 1.0 / 69.0 (1.4%) |
| rabdomiolisis | |
| 0 | 61.0 / 69.0 (88.4%) |
| 1 | 8.0 / 69.0 (11.6%) |
| hec | |
| 0 | 55.0 / 69.0 (79.7%) |
| 1 | 14.0 / 69.0 (20.3%) |
| disf_resp_pafi | |
| 0 | 54.0 / 69.0 (78.3%) |
| 1 | 4.0 / 69.0 (5.8%) |
| 2 | 4.0 / 69.0 (5.8%) |
| 3 | 6.0 / 69.0 (8.7%) |
| 4 | 1.0 / 69.0 (1.4%) |
| hemorragia_masiva | |
| 0 | 66.0 / 69.0 (95.7%) |
| 1 | 3.0 / 69.0 (4.3%) |
| sdmo | |
| 0 | 60.0 / 69.0 (87.0%) |
| 1 | 9.0 / 69.0 (13.0%) |
| inf_nosocomial | |
| 0 | 47.0 / 69.0 (68.1%) |
| 1 | 22.0 / 69.0 (31.9%) |
| 1 n / N (%) | |
###Estancias
| Characteristic | N = 691 |
|---|---|
| dias_hosp | 69.00 0.00 15.38 (18.02) 9.00 (5.00, 18.00) |
| dias_uci | 69.00 0.00 8.52 (12.19) 4.00 (2.00, 11.00) |
| 1 No. obs. N missing Mean (SD) Median (IQR) | |
###Outcomes
| Characteristic | N = 691 |
|---|---|
| evolucion_uci | |
| 0 | 10.0 / 69.0 (14.5%) |
| 1 | 4.0 / 69.0 (5.8%) |
| 2 | 54.0 / 69.0 (78.3%) |
| 4 | 1.0 / 69.0 (1.4%) |
| evolucion_hosp | |
| 0 | 13.0 / 69.0 (18.8%) |
| 2 | 7.0 / 69.0 (10.1%) |
| 3 | 43.0 / 69.0 (62.3%) |
| 4 | 6.0 / 69.0 (8.7%) |
| exitus_uci | |
| 1 | 10.0 / 69.0 (14.5%) |
| 0 | 59.0 / 69.0 (85.5%) |
| exitus_hosp | |
| 1 | 13.0 / 69.0 (18.8%) |
| 0 | 56.0 / 69.0 (81.2%) |
| 1 n / N (%) | |
| Characteristic | 1, N = 131 | 0, N = 561 | Difference2 | 95% CI2,3 | p-value2 |
|---|---|---|---|---|---|
| edad | 0.00 70.46 (14.16) 76.00 (68.00, 81.00) | 0.00 50.02 (20.07) 51.50 (36.25, 67.00) | 20 | 11, 30 | <0.001 |
| genero | 0.20 | -0.40, 0.80 | |||
| 0 | 2.0 / 13.0 (15.4%) | 13.0 / 56.0 (23.2%) | |||
| 1 | 11.0 / 13.0 (84.6%) | 43.0 / 56.0 (76.8%) | |||
| marshall | 2.1 | 1.4, 2.8 | |||
| 0 | 0.0 / 13.0 (0.0%) | 1.0 / 56.0 (1.8%) | |||
| 1 | 0.0 / 13.0 (0.0%) | 13.0 / 56.0 (23.2%) | |||
| 2 | 2.0 / 13.0 (15.4%) | 33.0 / 56.0 (58.9%) | |||
| 3 | 2.0 / 13.0 (15.4%) | 1.0 / 56.0 (1.8%) | |||
| 4 | 1.0 / 13.0 (7.7%) | 3.0 / 56.0 (5.4%) | |||
| 5 | 2.0 / 13.0 (15.4%) | 4.0 / 56.0 (7.1%) | |||
| 6 | 6.0 / 13.0 (46.2%) | 1.0 / 56.0 (1.8%) | |||
| gcs | 0.00 6.31 (4.59) 3.00 (3.00, 8.00) | 0.00 11.98 (3.72) 14.00 (8.00, 15.00) | -5.7 | -8.6, -2.8 | <0.001 |
| iss_total | 0.00 32.15 (10.82) 29.00 (25.00, 34.00) | 0.00 18.66 (10.88) 18.00 (9.75, 25.00) | 13 | 6.5, 20 | <0.001 |
| sofa | 0.00 6.92 (2.99) 7.00 (6.00, 9.00) | 0.00 3.23 (2.87) 2.00 (1.00, 5.00) | 3.7 | 1.8, 5.6 | <0.001 |
| mecanismo_2 | 0.80 | 0.18, 1.4 | |||
| 1 | 6.0 / 13.0 (46.2%) | 12.0 / 56.0 (21.4%) | |||
| 2 | 1.0 / 13.0 (7.7%) | 19.0 / 56.0 (33.9%) | |||
| 3 | 4.0 / 13.0 (30.8%) | 13.0 / 56.0 (23.2%) | |||
| 4 | 2.0 / 13.0 (15.4%) | 12.0 / 56.0 (21.4%) | |||
| tce_unico | 0.11 | -0.50, 0.71 | |||
| 0 | 9.0 / 13.0 (69.2%) | 36.0 / 56.0 (64.3%) | |||
| 1 | 4.0 / 13.0 (30.8%) | 20.0 / 56.0 (35.7%) | |||
| apacheii | 0.00 24.46 (6.75) 25.00 (20.00, 30.00) | 0.00 13.77 (5.87) 13.00 (10.00, 17.25) | 11 | 6.4, 15 | <0.001 |
| 1 N missing Mean (SD) Median (IQR); n / N (%) | |||||
| 2 Welch Two Sample t-test; Standardized Mean Difference | |||||
| 3 CI = Confidence Interval | |||||
marshall | 1 | 0 | Total |
|---|---|---|---|
0 | 0 (0.0%) | 1 (100.0%) | 1 (100.0%) |
1 | 0 (0.0%) | 13 (100.0%) | 13 (100.0%) |
2 | 2 (5.7%) | 33 (94.3%) | 35 (100.0%) |
3 | 2 (66.7%) | 1 (33.3%) | 3 (100.0%) |
4 | 1 (25.0%) | 3 (75.0%) | 4 (100.0%) |
5 | 2 (33.3%) | 4 (66.7%) | 6 (100.0%) |
6 | 6 (85.7%) | 1 (14.3%) | 7 (100.0%) |
Total | 13 (18.8%) | 56 (81.2%) | 69 (100.0%) |
##
## Fisher's Exact Test for Count Data
##
## data: .
## p-value = 9.946e-06
## alternative hypothesis: two.sidedmecanismo_2 | 1 | 0 | Total |
|---|---|---|---|
1 | 6 (33.3%) | 12 (66.7%) | 18 (100.0%) |
2 | 1 (5.0%) | 19 (95.0%) | 20 (100.0%) |
3 | 4 (23.5%) | 13 (76.5%) | 17 (100.0%) |
4 | 2 (14.3%) | 12 (85.7%) | 14 (100.0%) |
Total | 13 (18.8%) | 56 (81.2%) | 69 (100.0%) |
##
## Fisher's Exact Test for Count Data
##
## data: .
## p-value = 0.1383
## alternative hypothesis: two.sided###Por sexo
El primer estadistico de fisher es para mirar la significación estadística en variables categoricas y compara el mecanismo lesional con la variable que estemos agrupando, en este caso sexo, pero en otros, seran iss>15 o edad>65. El segundo es la mortalidad hospitalaria y la variable que toque.
| Characteristic | 0, N = 151 | 1, N = 541 | Difference2 | 95% CI2,3 | p-value2 |
|---|---|---|---|---|---|
| edad | 0.00 57.40 (18.80) 63.00 (49.00, 68.50) | 0.00 52.89 (21.19) 56.00 (38.00, 69.75) | 4.5 | -7.1, 16 | 0.4 |
| mecanismo_2 | 0.60 | 0.02, 1.2 | |||
| 1 | 4.0 / 15.0 (26.7%) | 14.0 / 54.0 (25.9%) | |||
| 2 | 4.0 / 15.0 (26.7%) | 16.0 / 54.0 (29.6%) | |||
| 3 | 6.0 / 15.0 (40.0%) | 11.0 / 54.0 (20.4%) | |||
| 4 | 1.0 / 15.0 (6.7%) | 13.0 / 54.0 (24.1%) | |||
| exitus_hosp | 0.19 | -0.38, 0.76 | |||
| 1 | 2.0 / 15.0 (13.3%) | 11.0 / 54.0 (20.4%) | |||
| 0 | 13.0 / 15.0 (86.7%) | 43.0 / 54.0 (79.6%) | |||
| dias_hosp | 0.00 11.40 (12.75) 6.00 (4.50, 13.50) | 0.00 16.48 (19.18) 9.50 (5.00, 19.00) | -5.1 | -14, 3.5 | 0.2 |
| dias_uci | 0.00 6.80 (9.33) 3.00 (2.00, 6.50) | 0.00 9.00 (12.90) 4.00 (1.25, 11.75) | -2.2 | -8.3, 3.9 | 0.5 |
| gcs | 0.00 10.53 (4.76) 13.00 (6.50, 14.00) | 0.00 11.02 (4.41) 13.50 (7.00, 15.00) | -0.49 | -3.3, 2.4 | 0.7 |
| iss_total | 0.00 24.20 (12.87) 25.00 (14.50, 31.50) | 0.00 20.37 (11.77) 22.00 (12.25, 25.00) | 3.8 | -3.8, 12 | 0.3 |
| sofa | 0.00 3.67 (3.11) 4.00 (1.00, 5.50) | 0.00 4.00 (3.27) 3.00 (1.00, 6.00) | -0.33 | -2.2, 1.6 | 0.7 |
| apacheii | 0.00 16.73 (8.01) 15.00 (10.50, 21.50) | 0.00 15.52 (7.18) 14.00 (10.25, 21.00) | 1.2 | -3.5, 6.0 | 0.6 |
| 1 N missing Mean (SD) Median (IQR); n / N (%) | |||||
| 2 Welch Two Sample t-test; Standardized Mean Difference | |||||
| 3 CI = Confidence Interval | |||||
##
## Fisher's Exact Test for Count Data
##
## data: .
## p-value = 0.3155
## alternative hypothesis: two.sided##
## Fisher's Exact Test for Count Data
##
## data: .
## p-value = 0.7183
## alternative hypothesis: true odds ratio is not equal to 1
## 95 percent confidence interval:
## 0.05801587 3.35208067
## sample estimates:
## odds ratio
## 0.6054391#Por > y < 65 años 0= <65 a 1= >65 a
| Characteristic | 0, N = 431 | 1, N = 261 | Difference2 | 95% CI2,3 | p-value2 |
|---|---|---|---|---|---|
| edad | 0.00 41.51 (15.94) 44.00 (27.50, 53.50) | 0.00 74.31 (5.91) 74.50 (69.00, 79.00) | -33 | -38, -27 | <0.001 |
| mecanismo_2 | 1.1 | 0.55, 1.6 | |||
| 1 | 6.0 / 43.0 (14.0%) | 12.0 / 26.0 (46.2%) | |||
| 2 | 18.0 / 43.0 (41.9%) | 2.0 / 26.0 (7.7%) | |||
| 3 | 9.0 / 43.0 (20.9%) | 8.0 / 26.0 (30.8%) | |||
| 4 | 10.0 / 43.0 (23.3%) | 4.0 / 26.0 (15.4%) | |||
| exitus_hosp | 0.81 | 0.31, 1.3 | |||
| 1 | 3.0 / 43.0 (7.0%) | 10.0 / 26.0 (38.5%) | |||
| 0 | 40.0 / 43.0 (93.0%) | 16.0 / 26.0 (61.5%) | |||
| dias_hosp | 0.00 18.09 (21.11) 9.00 (5.00, 20.50) | 0.00 10.88 (10.07) 9.00 (4.00, 13.00) | 7.2 | -0.33, 15 | 0.061 |
| dias_uci | 0.00 10.53 (14.48) 5.00 (2.00, 12.00) | 0.00 5.19 (5.76) 3.00 (1.00, 7.50) | 5.3 | 0.38, 10 | 0.035 |
| gcs | 0.00 10.98 (4.44) 14.00 (7.00, 15.00) | 0.00 10.81 (4.59) 13.00 (8.00, 14.75) | 0.17 | -2.1, 2.4 | 0.9 |
| iss_total | 0.00 21.51 (13.26) 22.00 (11.50, 27.00) | 0.00 20.69 (9.89) 23.50 (13.75, 25.00) | 0.82 | -4.8, 6.4 | 0.8 |
| sofa | 0.00 3.81 (3.35) 3.00 (1.00, 6.00) | 0.00 4.12 (3.04) 4.00 (1.25, 6.00) | -0.30 | -1.9, 1.3 | 0.7 |
| apacheii | 0.00 13.91 (6.88) 12.00 (9.50, 20.00) | 0.00 18.88 (7.09) 17.50 (14.00, 23.00) | -5.0 | -8.5, -1.5 | 0.006 |
| 1 N missing Mean (SD) Median (IQR); n / N (%) | |||||
| 2 Welch Two Sample t-test; Standardized Mean Difference | |||||
| 3 CI = Confidence Interval | |||||
##
## Fisher's Exact Test for Count Data
##
## data: .
## p-value = 0.002124
## alternative hypothesis: two.sided##
## Fisher's Exact Test for Count Data
##
## data: .
## p-value = 0.6327
## alternative hypothesis: two.sidedEl mecanismo lesional es significativamente diferente en > y < de 65 años.
Por TCE unico 0= No TCE unico 1= TCE unico
| Characteristic | 0, N = 451 | 1, N = 241 | Difference2 | 95% CI2,3 | p-value2 |
|---|---|---|---|---|---|
| edad | 0.00 53.60 (19.69) 58.00 (40.00, 68.00) | 0.00 54.38 (22.76) 60.00 (37.00, 72.25) | -0.78 | -12, 10 | 0.9 |
| mecanismo_2 | 1.2 | 0.67, 1.7 | |||
| 1 | 6.0 / 45.0 (13.3%) | 12.0 / 24.0 (50.0%) | |||
| 2 | 17.0 / 45.0 (37.8%) | 3.0 / 24.0 (12.5%) | |||
| 3 | 15.0 / 45.0 (33.3%) | 2.0 / 24.0 (8.3%) | |||
| 4 | 7.0 / 45.0 (15.6%) | 7.0 / 24.0 (29.2%) | |||
| exitus_hosp | 0.09 | -0.41, 0.58 | |||
| 1 | 9.0 / 45.0 (20.0%) | 4.0 / 24.0 (16.7%) | |||
| 0 | 36.0 / 45.0 (80.0%) | 20.0 / 24.0 (83.3%) | |||
| dias_hosp | 0.00 17.62 (19.98) 10.00 (5.00, 19.00) | 0.00 11.17 (12.97) 6.00 (4.00, 12.25) | 6.5 | -1.5, 14 | 0.11 |
| dias_uci | 0.00 9.60 (13.81) 4.00 (2.00, 12.00) | 0.00 6.50 (8.22) 2.50 (1.75, 8.25) | 3.1 | -2.2, 8.4 | 0.2 |
| gcs | 0.00 10.96 (4.60) 14.00 (7.00, 15.00) | 0.00 10.83 (4.29) 12.50 (7.75, 15.00) | 0.12 | -2.1, 2.4 | >0.9 |
| iss_total | 0.00 23.67 (12.32) 22.00 (13.00, 34.00) | 0.00 16.58 (10.17) 25.00 (9.00, 25.00) | 7.1 | 1.5, 13 | 0.013 |
| sofa | 0.00 4.04 (3.34) 3.00 (1.00, 6.00) | 0.00 3.71 (3.04) 4.00 (1.00, 6.00) | 0.34 | -1.3, 1.9 | 0.7 |
| apacheii | 0.00 15.27 (7.36) 14.00 (10.00, 20.00) | 0.00 16.75 (7.30) 16.00 (11.00, 23.00) | -1.5 | -5.2, 2.2 | 0.4 |
| 1 N missing Mean (SD) Median (IQR); n / N (%) | |||||
| 2 Welch Two Sample t-test; Standardized Mean Difference | |||||
| 3 CI = Confidence Interval | |||||
##
## Fisher's Exact Test for Count Data
##
## data: .
## p-value = 0.0006711
## alternative hypothesis: two.sided##
## Fisher's Exact Test for Count Data
##
## data: .
## p-value = 1
## alternative hypothesis: true odds ratio is not equal to 1
## 95 percent confidence interval:
## 0.298641 6.256228
## sample estimates:
## odds ratio
## 1.246051El mecanismo lesional es significativmente distinto si es TCE unico respecto a si no lo es
Por TCE grave 0= No TCE grave (GCS >8) 1= TCE grave
| Characteristic | 0, N = 251 | 1, N = 441 | Difference2 | 95% CI2,3 | p-value2 |
|---|---|---|---|---|---|
| edad | 0.00 53.16 (22.55) 50.00 (40.00, 76.00) | 0.00 54.27 (19.74) 61.00 (39.50, 68.25) | -1.1 | -12, 9.8 | 0.8 |
| mecanismo_2 | 0.29 | -0.20, 0.79 | |||
| 1 | 8.0 / 25.0 (32.0%) | 10.0 / 44.0 (22.7%) | |||
| 2 | 8.0 / 25.0 (32.0%) | 12.0 / 44.0 (27.3%) | |||
| 3 | 5.0 / 25.0 (20.0%) | 12.0 / 44.0 (27.3%) | |||
| 4 | 4.0 / 25.0 (16.0%) | 10.0 / 44.0 (22.7%) | |||
| exitus_hosp | 0.85 | 0.34, 1.4 | |||
| 1 | 10.0 / 25.0 (40.0%) | 3.0 / 44.0 (6.8%) | |||
| 0 | 15.0 / 25.0 (60.0%) | 41.0 / 44.0 (93.2%) | |||
| dias_hosp | 0.00 16.04 (19.46) 10.00 (3.00, 22.00) | 0.00 15.00 (17.37) 9.00 (5.00, 16.25) | 1.0 | -8.4, 10 | 0.8 |
| dias_uci | 0.00 8.56 (8.39) 6.00 (2.00, 13.00) | 0.00 8.50 (13.98) 3.00 (1.75, 8.00) | 0.06 | -5.3, 5.4 | >0.9 |
| gcs | 0.00 5.52 (2.10) 6.00 (3.00, 7.00) | 0.00 13.98 (1.58) 15.00 (14.00, 15.00) | -8.5 | -9.4, -7.5 | <0.001 |
| iss_total | 0.00 25.44 (12.84) 25.00 (22.00, 34.00) | 0.00 18.80 (10.97) 18.00 (9.75, 25.00) | 6.6 | 0.49, 13 | 0.035 |
| sofa | 0.00 6.96 (2.23) 6.00 (6.00, 9.00) | 0.00 2.20 (2.29) 1.50 (0.75, 3.25) | 4.8 | 3.6, 5.9 | <0.001 |
| apacheii | 0.00 21.04 (7.40) 22.00 (14.00, 26.00) | 0.00 12.80 (5.39) 11.50 (9.00, 16.25) | 8.2 | 4.8, 12 | <0.001 |
| 1 N missing Mean (SD) Median (IQR); n / N (%) | |||||
| 2 Welch Two Sample t-test; Standardized Mean Difference | |||||
| 3 CI = Confidence Interval | |||||
##
## Fisher's Exact Test for Count Data
##
## data: .
## p-value = 0.7406
## alternative hypothesis: two.sided##
## Fisher's Exact Test for Count Data
##
## data: .
## p-value = 0.001235
## alternative hypothesis: true odds ratio is not equal to 1
## 95 percent confidence interval:
## 1.924053 56.364825
## sample estimates:
## odds ratio
## 8.775344Por ISS > y < 15 0= ISS <15 1= ISS >15
| Characteristic | 0, N = 221 | 1, N = 471 | Difference2 | 95% CI2,3 | p-value2 |
|---|---|---|---|---|---|
| edad | 0.00 51.27 (17.40) 49.00 (41.75, 67.75) | 0.00 55.09 (22.07) 61.00 (39.00, 74.50) | -3.8 | -14, 6.0 | 0.4 |
| mecanismo_2 | 0.79 | 0.27, 1.3 | |||
| 1 | 3.0 / 22.0 (13.6%) | 15.0 / 47.0 (31.9%) | |||
| 2 | 6.0 / 22.0 (27.3%) | 14.0 / 47.0 (29.8%) | |||
| 3 | 4.0 / 22.0 (18.2%) | 13.0 / 47.0 (27.7%) | |||
| 4 | 9.0 / 22.0 (40.9%) | 5.0 / 47.0 (10.6%) | |||
| exitus_hosp | 0.87 | 0.35, 1.4 | |||
| 1 | 0.0 / 22.0 (0.0%) | 13.0 / 47.0 (27.7%) | |||
| 0 | 22.0 / 22.0 (100.0%) | 34.0 / 47.0 (72.3%) | |||
| dias_hosp | 0.00 10.86 (15.72) 5.00 (4.00, 9.75) | 0.00 17.49 (18.79) 10.00 (6.00, 22.00) | -6.6 | -15, 2.1 | 0.13 |
| dias_uci | 0.00 5.14 (8.12) 2.00 (1.00, 6.00) | 0.00 10.11 (13.47) 5.00 (2.00, 12.50) | -5.0 | -10, 0.26 | 0.062 |
| gcs | 0.00 12.23 (3.79) 14.00 (9.25, 15.00) | 0.00 10.30 (4.65) 12.00 (7.00, 15.00) | 1.9 | -0.19, 4.0 | 0.074 |
| iss_total | 0.00 7.91 (4.50) 9.00 (5.00, 11.50) | 0.00 27.43 (8.97) 25.00 (22.00, 31.50) | -20 | -23, -16 | <0.001 |
| sofa | 0.00 2.64 (2.89) 1.50 (1.00, 3.75) | 0.00 4.53 (3.22) 5.00 (2.00, 6.50) | -1.9 | -3.5, -0.34 | 0.018 |
| apacheii | 0.00 13.05 (5.29) 11.50 (10.00, 16.00) | 0.00 17.06 (7.83) 16.00 (11.50, 23.00) | -4.0 | -7.2, -0.81 | 0.015 |
| 1 N missing Mean (SD) Median (IQR); n / N (%) | |||||
| 2 Welch Two Sample t-test; Standardized Mean Difference | |||||
| 3 CI = Confidence Interval | |||||
##
## Fisher's Exact Test for Count Data
##
## data: .
## p-value = 0.03349
## alternative hypothesis: two.sided##
## Fisher's Exact Test for Count Data
##
## data: .
## p-value = 0.006227
## alternative hypothesis: true odds ratio is not equal to 1
## 95 percent confidence interval:
## 0.000000 0.580446
## sample estimates:
## odds ratio
## 0