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Exact Dx synthetic data · demonstration
Extended criteria (experimental). This is the broader ten-condition engine, kept as a secondary area. It shows ICD-10-CM codes and illustrative grouping effects for CDI staff. The primary surface is Before you sign (kidney, measurement only). All extended pages.

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ENC-00117: Wes Oyelaran

52F · MRN47199157 · Cardiology · admitted Sun Oct 25, 2026 05:35 PM · discharged Mon Nov 02, 2026 11:56 AM · attending Dr. Wes Merriweather · resident Dr. Priya Thorne · 158 cm, 53.1 kg

Documented diagnoses (current)

  • Principal: “chronic systolic heart failure” · I50.22 Chronic systolic (congestive) heart failure
  • “anemia” · D64.9 Anemia, unspecified
  • “stage 4 sacral pressure ulcer” · L89.154 Pressure ulcer of sacral region, stage 4

Illustrative grouping now: MS-DRG 291 Heart failure and shock with MCC. If every open specificity/validation gap were answered as the criteria suggest: MS-DRG 293.

Queries and events

No queries yet.

All rules applied

Every rule's outcome for this encounter (clean results included)
RuleCriteriaFindingOutcome
Acute kidney injury Criteria not met No gap Not documented and not supported.
Trace
Rule trace (rule aki v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
derived: meets_definition creat_ratio >= t.ratio_s1 or creat_rise_48h >= t.rise_abs or coalesce(uo_hours_lt_0_5 >= t.uo_s1_h, false) creat_ratio=1.043, t.ratio_s1=1.5, creat_rise_48h=0.05, t.rise_abs=0.3, uo_hours_lt_0_5=unknown, t.uo_s1_h=6 false
derived: stage3 meets_definition and (creat_ratio >= t.ratio_s3 or creat_peak >= t.scr_s3 or rrt_started or coalesce(uo_hours_lt_0_3 >= t.uo_s3_h, false) or coalesce(anuria_hours >= t.anuria_h, false)) meets_definition=False, creat_ratio=1.043, t.ratio_s3=3.0, creat_peak=0.98, t.scr_s3=4.0, rrt_started=False, uo_hours_lt_0_3=unknown, t.uo_s3_h=24, anuria_hours=unknown, t.anuria_h=12 false
derived: stage2 creat_ratio >= t.ratio_s2 or coalesce(uo_hours_lt_0_5 >= t.uo_s2_h, false) creat_ratio=1.043, t.ratio_s2=2.0, uo_hours_lt_0_5=unknown, t.uo_s2_h=12 false
derived: stage case(stage3, 3, stage2, 2, meets_definition, 1, 0) stage3=False, stage2=False, meets_definition=False 0
derived: baseline_independent creat_baseline_known or creat_rise_48h >= t.rise_abs or rrt_started creat_baseline_known=True, creat_rise_48h=0.05, t.rise_abs=0.3, rrt_started=False true
outcome: aki_staged stage >= 1 and baseline_independent stage=0, baseline_independent=True false
outcome: aki_presumed_baseline stage >= 1 stage=0 false
outcome: not_met stage == 0 stage=0 true
Acute blood loss anaemia Criteria met No gap Supported as documented (D64.9).
Trace
Rule trace (rule blood_loss_anemia v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
derived: anaemic case(sex == 'M', hgb_nadir < t.hb_m, sex == 'F', hgb_nadir < t.hb_f, null) sex=F, hgb_nadir=10.13, t.hb_m=13, t.hb_f=12 true
derived: acute_fall hgb_drop >= t.drop_major or prbc_units >= t.prbc_major hgb_drop=0.4, t.drop_major=2.0, prbc_units=0, t.prbc_major=2 false
outcome: met bleeding_documented and anaemic and acute_fall bleeding_documented=False, anaemic=True, acute_fall=False false
outcome: anaemia_only anaemic and hgb_drop < t.drop_min and prbc_units == 0 anaemic=True, hgb_drop=0.4, t.drop_min=1.0, prbc_units=0 true
Chronic kidney disease Clinical judgement required No gap Not documented; egfr 60 or above; ckd g1-g2 requires markers of kidney damage, which are not assessed here.
Trace
Rule trace (rule ckd v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
derived: chronic egfr_n >= 2 and egfr_span_days >= t.chronic_days egfr_n=2, egfr_span_days=300, t.chronic_days=90 true
derived: staging_egfr max(egfr_early, egfr_late) egfr_early=75.9, egfr_late=73.0 75.9
derived: both_below_60 egfr_early < t.g2 and egfr_late < t.g2 egfr_early=75.9, t.g2=60, egfr_late=73.0 false
derived: category case(staging_egfr >= t.g2, 'G1-G2', staging_egfr >= t.g3a, 'G3a', staging_egfr >= t.g3b, 'G3b', staging_egfr >= t.g4, 'G4', 'G5') staging_egfr=75.9, t.g2=60, t.g3a=45, t.g3b=30, t.g4=15 G1-G2
outcome: duration_not_shown not chronic chronic=True false
outcome: straddles_60 not both_below_60 and min(egfr_early, egfr_late) < t.g2 both_below_60=False, egfr_early=75.9, egfr_late=73.0, t.g2=60 false
outcome: g1_g2 staging_egfr >= t.g2 staging_egfr=75.9, t.g2=60 true
Heart failure Criteria met No gap Supported as documented (I50.22).
Trace
Rule trace (rule heart_failure v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
derived: np_elevated coalesce(bnp_max >= t.bnp, false) or coalesce(ntprobnp_max >= t.ntprobnp, false) bnp_max=32.0, t.bnp=100, ntprobnp_max=unknown, t.ntprobnp=300 false
derived: acute_count count(iv_loop_diuretic, np_elevated, new_o2) iv_loop_diuretic=False, np_elevated=False, new_o2=False 0
derived: hf_type case(lvef <= t.ref, 'systolic', lvef >= t.pres, 'diastolic', 'midrange') lvef=23.0, t.ref=40, t.pres=50 systolic
derived: improved coalesce(lvef_prior_min <= t.ref and lvef > t.ref and lvef - lvef_prior_min >= t.improved_rise, false) lvef_prior_min=unknown, t.ref=40, lvef=23.0, t.improved_rise=10 false
derived: acuity case(acute_count >= 2 and hf_history, 'acute on chronic', acute_count >= 2, 'acute', acute_count == 0 and hf_history, 'chronic', null) acute_count=0, hf_history=True chronic
outcome: improved_ef improved improved=False false
outcome: midrange hf_type == 'midrange' hf_type=systolic false
outcome: sys_aoc hf_type == 'systolic' and acuity == 'acute on chronic' hf_type=systolic, acuity=chronic false
outcome: sys_acute hf_type == 'systolic' and acuity == 'acute' hf_type=systolic, acuity=chronic false
outcome: sys_chronic hf_type == 'systolic' and acuity == 'chronic' hf_type=systolic, acuity=chronic true
Hyponatraemia Criteria not met No gap Not documented and not supported.
Trace
Rule trace (rule hyponatremia v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
derived: severity case(na_min < t.profound, 'profound', na_min < t.moderate, 'moderate', na_min < t.low, 'mild', 'none') na_min=136.0, t.profound=125, t.moderate=130, t.low=135 none
outcome: met na_min < t.low and na_low_count >= t.repeat and na_treated na_min=136.0, t.low=135, na_low_count=0, t.repeat=2, na_treated=False false
outcome: untreated na_min < t.low na_min=136.0, t.low=135 false
outcome: not_met na_min >= t.low na_min=136.0, t.low=135 true
Malnutrition Criteria not met No gap Not documented and not supported.
Trace
Rule trace (rule malnutrition v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
derived: a_sev_intake intake_pct <= t.a_sev_intake_pct and intake_days >= t.a_sev_intake_days intake_pct=100.0, t.a_sev_intake_pct=50, intake_days=unknown, t.a_sev_intake_days=5 false
derived: a_mod_intake intake_pct < t.a_mod_intake_pct and intake_days > t.a_mod_intake_days intake_pct=100.0, t.a_mod_intake_pct=75, intake_days=unknown, t.a_mod_intake_days=7 false
derived: a_sev_wt (wt_loss_days <= 7 and wt_loss_pct > 2) or (wt_loss_days <= 31 and wt_loss_pct > 5) or (wt_loss_days <= 92 and wt_loss_pct > 7.5) wt_loss_days=unknown, wt_loss_pct=unknown unknown
derived: a_mod_wt (wt_loss_days <= 7 and wt_loss_pct >= 1) or (wt_loss_days <= 31 and wt_loss_pct >= 5) or (wt_loss_days <= 92 and wt_loss_pct >= 7.5) wt_loss_days=unknown, wt_loss_pct=unknown unknown
derived: c_sev_intake intake_pct <= t.c_intake_pct and intake_days >= t.c_intake_days intake_pct=100.0, t.c_intake_pct=75, intake_days=unknown, t.c_intake_days=30 false
derived: c_mod_intake intake_pct < t.c_intake_pct and intake_days >= t.c_intake_days intake_pct=100.0, t.c_intake_pct=75, intake_days=unknown, t.c_intake_days=30 false
derived: c_sev_wt (wt_loss_days <= 31 and wt_loss_pct > 5) or (wt_loss_days <= 92 and wt_loss_pct > 7.5) or (wt_loss_days <= 183 and wt_loss_pct > 10) or (wt_loss_days <= 366 and wt_loss_pct > 20) wt_loss_days=unknown, wt_loss_pct=unknown unknown
derived: c_mod_wt (wt_loss_days <= 31 and wt_loss_pct >= 5) or (wt_loss_days <= 92 and wt_loss_pct >= 7.5) or (wt_loss_days <= 183 and wt_loss_pct >= 10) or (wt_loss_days <= 366 and wt_loss_pct >= 20) wt_loss_days=unknown, wt_loss_pct=unknown unknown
derived: n_assessed known(intake_pct, wt_loss_pct, fat_loss, muscle_loss, fluid, grip_reduced) intake_pct=100.0, wt_loss_pct=unknown, fat_loss=0, muscle_loss=0, fluid=0, grip_reduced=unknown 4
derived: n_severe case(nutr_context == 'acute', count(a_sev_intake, a_sev_wt, fat_loss >= 2, muscle_loss >= 2, fluid >= 2, grip_reduced), nutr_context == 'chronic', count(c_sev_intake, c_sev_wt, fat_loss >= 3, muscle_loss >= 3, fluid >= 3, grip_reduced), null) nutr_context=acute, a_sev_intake=False, a_sev_wt=unknown, fat_loss=0, muscle_loss=0, fluid=0, grip_reduced=unknown, c_sev_intake=False, c_sev_wt=unknown 0
derived: n_moderate case(nutr_context == 'acute', count(a_sev_intake or a_mod_intake, a_sev_wt or a_mod_wt, fat_loss >= 1, muscle_loss >= 1, fluid >= 1, grip_reduced), nutr_context == 'chronic', count(c_sev_intake or c_mod_intake, c_sev_wt or c_mod_wt, fat_loss >= 1, muscle_loss >= 1, fluid >= 1, grip_reduced), null) nutr_context=acute, a_sev_intake=False, a_mod_intake=False, a_sev_wt=unknown, a_mod_wt=unknown, fat_loss=0, muscle_loss=0, fluid=0, grip_reduced=unknown, c_sev_intake=False, c_mod_intake=False, c_sev_wt=unknown, c_mod_wt=unknown 0
outcome: severe n_severe >= 2 n_severe=0 false
outcome: moderate n_moderate >= 2 n_moderate=0 false
outcome: one_characteristic n_moderate == 1 n_moderate=0 false
outcome: not_met n_moderate == 0 and n_assessed >= 2 n_moderate=0, n_assessed=4 true
Obesity Criteria not met No gap Not documented and not supported.
Trace
Rule trace (rule obesity v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
outcome: not_adult age < t.adult age=52, t.adult=20 false
outcome: class3 bmi >= t.c3 bmi=21.3, t.c3=40 false
outcome: class2 bmi >= t.c2 bmi=21.3, t.c2=35 false
outcome: class1 bmi >= t.c1 bmi=21.3, t.c1=30 false
outcome: not_met bmi < t.c1 bmi=21.3, t.c1=30 true
Pressure injury Criteria met Clinical validation gap Documented “stage 4 sacral pressure ulcer” (L89.154) conflicts with what the criteria support (Pressure injury of sacral region, stage 2, L89.152).
Trace
Rule trace (rule pressure_injury v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
derived: sacral wound_site == 'sacral' wound_site=sacral true
outcome: no_wound_note not present(wound_stage) wound_stage=2 false
outcome: other_site wound_site != 'sacral' wound_site=sacral false
outcome: stage1 sacral and wound_stage == '1' sacral=True, wound_stage=2 false
outcome: stage2 sacral and wound_stage == '2' sacral=True, wound_stage=2 true
Acute respiratory failure Criteria not met No gap Not documented and not supported.
Trace
Rule trace (rule respiratory_failure v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
derived: measured present(spo2_min_ra) or present(pao2_min_ra) or present(pf_min) spo2_min_ra=94.0, pao2_min_ra=unknown, pf_min=unknown true
derived: hypoxemia coalesce(spo2_min_ra < t.spo2_ra, false) or coalesce(pao2_min_ra < t.pao2, false) or coalesce(pf_min < t.pf, false) spo2_min_ra=94.0, t.spo2_ra=88, pao2_min_ra=unknown, t.pao2=60, pf_min=unknown, t.pf=300 false
derived: distress coalesce(rr_max >= t.rr_distress, false) or coalesce(wob_increased, false) or adv_resp_support rr_max=20.0, t.rr_distress=28, wob_increased=unknown, adv_resp_support=False false
outcome: chronic_baseline home_o2 and hypoxemia home_o2=False, hypoxemia=False false
outcome: met hypoxemia and distress hypoxemia=False, distress=False false
outcome: hypoxemia_only hypoxemia hypoxemia=False false
outcome: not_met measured and not hypoxemia and o2_max_lpm <= t.o2_low and not adv_resp_support measured=True, hypoxemia=False, o2_max_lpm=0.0, t.o2_low=2, adv_resp_support=False true
Sepsis Criteria not met No gap Not documented and not supported.
Trace
Rule trace (rule sepsis v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
derived: sirs_temp coalesce(temp_max_48h > t.t_hi, false) or coalesce(temp_min_48h < t.t_lo, false) temp_max_48h=37.5, t.t_hi=38, temp_min_48h=36.7, t.t_lo=36 false
derived: sirs_hr coalesce(hr_max_48h > t.hr, false) hr_max_48h=81.0, t.hr=90 false
derived: sirs_rr coalesce(rr_max_48h > t.rr, false) or coalesce(paco2_min_48h < t.paco2, false) rr_max_48h=20.0, t.rr=20, paco2_min_48h=unknown, t.paco2=32 false
derived: sirs_wbc coalesce(wbc_max_48h > t.wbc_hi, false) or coalesce(wbc_min_48h < t.wbc_lo, false) or coalesce(bands_max_48h > t.bands, false) wbc_max_48h=7.07, t.wbc_hi=12, wbc_min_48h=5.73, t.wbc_lo=4, bands_max_48h=unknown, t.bands=10 false
derived: sirs_count count(sirs_temp, sirs_hr, sirs_rr, sirs_wbc) sirs_temp=False, sirs_hr=False, sirs_rr=False, sirs_wbc=False 0
derived: sofa_resp coalesce(case(pf_min_48h < 100 and adv_resp_support, 4, pf_min_48h < 200 and adv_resp_support, 3, pf_min_48h < 300, 2, pf_min_48h < 400, 1, 0), 0) pf_min_48h=unknown, adv_resp_support=False 0
derived: sofa_coag coalesce(case(platelets_min_48h < 20, 4, platelets_min_48h < 50, 3, platelets_min_48h < 100, 2, platelets_min_48h < 150, 1, 0), 0) platelets_min_48h=187.0 0
derived: sofa_liver coalesce(case(bili_max_48h >= 12, 4, bili_max_48h >= 6, 3, bili_max_48h >= 2, 2, bili_max_48h >= 1.2, 1, 0), 0) bili_max_48h=0.54 0
derived: sofa_cardio coalesce(case(norepi_max_48h > 0.1, 4, norepi_max_48h > 0, 3, map_min_48h < 70, 1, 0), 0) norepi_max_48h=0.0, map_min_48h=74.0 0
derived: sofa_cns coalesce(case(gcs_min_48h < 6, 4, gcs_min_48h < 10, 3, gcs_min_48h < 13, 2, gcs_min_48h < 15, 1, 0), 0) gcs_min_48h=15.0 0
derived: sofa_renal coalesce(case(creat_max_48h >= 5, 4, creat_max_48h >= 3.5, 3, creat_max_48h >= 2, 2, creat_max_48h >= 1.2, 1, 0), 0) creat_max_48h=0.96 0
derived: sofa_renal_baseline coalesce(case(creat_baseline >= 5, 4, creat_baseline >= 3.5, 3, creat_baseline >= 2, 2, creat_baseline >= 1.2, 1, 0), 0) creat_baseline=0.94 0
derived: sofa_delta sofa_resp + sofa_coag + sofa_liver + sofa_cardio + sofa_cns + sofa_renal - sofa_renal_baseline sofa_resp=0, sofa_coag=0, sofa_liver=0, sofa_cardio=0, sofa_cns=0, sofa_renal=0, sofa_renal_baseline=0 0
derived: sepsis3 infection_documented and sofa_delta >= t.sofa_delta infection_documented=False, sofa_delta=0, t.sofa_delta=2 false
derived: sepsis2 infection_documented and sirs_count >= t.sirs_min infection_documented=False, sirs_count=0, t.sirs_min=2 false
derived: shock sepsis3 and norepi_max_48h > 0 and coalesce(lactate_max_48h > t.lactate, false) sepsis3=False, norepi_max_48h=0.0, lactate_max_48h=unknown, t.lactate=2 false
outcome: no_infection not infection_documented infection_documented=False true

Structured data

Labs (49)
Labs (pre-admission rows are outpatient values)
RowWhenTestValue
LAB-003985Fri Oct 10, 2025 09:15 AMcreatinine0.91 mg/dL
LAB-003986Thu Aug 06, 2026 10:05 AMcreatinine0.94 mg/dL
LAB-003987Sun Oct 25, 2026 06:35 PMcreatinine0.96 mg/dL
LAB-003996Sun Oct 25, 2026 06:35 PMbnp32.0 pg/mL
LAB-003997Sun Oct 25, 2026 06:35 PMsodium140.0 mmol/L
LAB-004006Sun Oct 25, 2026 06:35 PMhemoglobin10.28 g/dL
LAB-004015Sun Oct 25, 2026 06:35 PMwbc5.73 x10^3/uL
LAB-004016Sun Oct 25, 2026 06:35 PMplatelets240.0 x10^3/uL
LAB-004033Sun Oct 25, 2026 06:35 PMbilirubin0.54 mg/dL
LAB-003988Mon Oct 26, 2026 05:00 AMcreatinine0.96 mg/dL
LAB-003998Mon Oct 26, 2026 05:00 AMsodium140.0 mmol/L
LAB-004007Mon Oct 26, 2026 05:00 AMhemoglobin10.49 g/dL
LAB-004017Mon Oct 26, 2026 05:00 AMwbc6.52 x10^3/uL
LAB-004018Mon Oct 26, 2026 05:00 AMplatelets274.0 x10^3/uL
LAB-003989Tue Oct 27, 2026 05:00 AMcreatinine0.93 mg/dL
LAB-003999Tue Oct 27, 2026 05:00 AMsodium141.0 mmol/L
LAB-004008Tue Oct 27, 2026 05:00 AMhemoglobin10.23 g/dL
LAB-004019Tue Oct 27, 2026 05:00 AMwbc7.07 x10^3/uL
LAB-004020Tue Oct 27, 2026 05:00 AMplatelets187.0 x10^3/uL
LAB-003990Wed Oct 28, 2026 05:00 AMcreatinine0.94 mg/dL
LAB-004000Wed Oct 28, 2026 05:00 AMsodium142.0 mmol/L
LAB-004009Wed Oct 28, 2026 05:00 AMhemoglobin10.21 g/dL
LAB-004021Wed Oct 28, 2026 05:00 AMwbc7.31 x10^3/uL
LAB-004022Wed Oct 28, 2026 05:00 AMplatelets295.0 x10^3/uL
LAB-003991Thu Oct 29, 2026 05:00 AMcreatinine0.98 mg/dL
LAB-004001Thu Oct 29, 2026 05:00 AMsodium140.0 mmol/L
LAB-004010Thu Oct 29, 2026 05:00 AMhemoglobin10.36 g/dL
LAB-004023Thu Oct 29, 2026 05:00 AMwbc6.26 x10^3/uL
LAB-004024Thu Oct 29, 2026 05:00 AMplatelets294.0 x10^3/uL
LAB-003992Fri Oct 30, 2026 05:00 AMcreatinine0.98 mg/dL
LAB-004002Fri Oct 30, 2026 05:00 AMsodium142.0 mmol/L
LAB-004011Fri Oct 30, 2026 05:00 AMhemoglobin10.29 g/dL
LAB-004025Fri Oct 30, 2026 05:00 AMwbc5.79 x10^3/uL
LAB-004026Fri Oct 30, 2026 05:00 AMplatelets257.0 x10^3/uL
LAB-003993Sat Oct 31, 2026 05:00 AMcreatinine0.95 mg/dL
LAB-004003Sat Oct 31, 2026 05:00 AMsodium136.0 mmol/L
LAB-004012Sat Oct 31, 2026 05:00 AMhemoglobin10.13 g/dL
LAB-004027Sat Oct 31, 2026 05:00 AMwbc9.74 x10^3/uL
LAB-004028Sat Oct 31, 2026 05:00 AMplatelets253.0 x10^3/uL
LAB-003994Sun Nov 01, 2026 05:00 AMcreatinine0.93 mg/dL
LAB-004004Sun Nov 01, 2026 05:00 AMsodium138.0 mmol/L
LAB-004013Sun Nov 01, 2026 05:00 AMhemoglobin10.27 g/dL
LAB-004029Sun Nov 01, 2026 05:00 AMwbc8.36 x10^3/uL
LAB-004030Sun Nov 01, 2026 05:00 AMplatelets209.0 x10^3/uL
LAB-003995Mon Nov 02, 2026 05:00 AMcreatinine0.97 mg/dL
LAB-004005Mon Nov 02, 2026 05:00 AMsodium142.0 mmol/L
LAB-004014Mon Nov 02, 2026 05:00 AMhemoglobin10.27 g/dL
LAB-004031Mon Nov 02, 2026 05:00 AMwbc9.04 x10^3/uL
LAB-004032Mon Nov 02, 2026 05:00 AMplatelets198.0 x10^3/uL
Vitals (144)
Vitals
RowWhenKindValueDetail
VIT-011436Sun Oct 25, 2026 05:55 PMspo294.0room air
VIT-011437Sun Oct 25, 2026 05:55 PMrr17.0
VIT-011484Sun Oct 25, 2026 05:55 PMtemp_c37.3
VIT-011485Sun Oct 25, 2026 05:55 PMhr81.0
VIT-011486Sun Oct 25, 2026 05:55 PMmap81.0
VIT-011487Sun Oct 25, 2026 05:55 PMgcs15.0
VIT-011438Mon Oct 26, 2026 01:55 AMspo294.0room air
VIT-011439Mon Oct 26, 2026 01:55 AMrr20.0
VIT-011488Mon Oct 26, 2026 01:55 AMtemp_c36.8
VIT-011489Mon Oct 26, 2026 01:55 AMhr73.0
VIT-011490Mon Oct 26, 2026 01:55 AMmap75.0
VIT-011491Mon Oct 26, 2026 01:55 AMgcs15.0
VIT-011440Mon Oct 26, 2026 09:55 AMspo296.0room air
VIT-011441Mon Oct 26, 2026 09:55 AMrr17.0
VIT-011492Mon Oct 26, 2026 09:55 AMtemp_c36.7
VIT-011493Mon Oct 26, 2026 09:55 AMhr71.0
VIT-011494Mon Oct 26, 2026 09:55 AMmap76.0
VIT-011495Mon Oct 26, 2026 09:55 AMgcs15.0
VIT-011442Mon Oct 26, 2026 05:55 PMspo298.0room air
VIT-011443Mon Oct 26, 2026 05:55 PMrr18.0
VIT-011496Mon Oct 26, 2026 05:55 PMtemp_c37.3
VIT-011497Mon Oct 26, 2026 05:55 PMhr73.0
VIT-011498Mon Oct 26, 2026 05:55 PMmap84.0
VIT-011499Mon Oct 26, 2026 05:55 PMgcs15.0
VIT-011444Tue Oct 27, 2026 01:55 AMspo296.0room air
VIT-011445Tue Oct 27, 2026 01:55 AMrr16.0
VIT-011500Tue Oct 27, 2026 01:55 AMtemp_c37.5
VIT-011501Tue Oct 27, 2026 01:55 AMhr69.0
VIT-011502Tue Oct 27, 2026 01:55 AMmap86.0
VIT-011503Tue Oct 27, 2026 01:55 AMgcs15.0
VIT-011446Tue Oct 27, 2026 09:55 AMspo296.0room air
VIT-011447Tue Oct 27, 2026 09:55 AMrr18.0
VIT-011504Tue Oct 27, 2026 09:55 AMtemp_c36.8
VIT-011505Tue Oct 27, 2026 09:55 AMhr68.0
VIT-011506Tue Oct 27, 2026 09:55 AMmap74.0
VIT-011507Tue Oct 27, 2026 09:55 AMgcs15.0
VIT-011448Tue Oct 27, 2026 05:55 PMspo294.0room air
VIT-011449Tue Oct 27, 2026 05:55 PMrr20.0
VIT-011508Tue Oct 27, 2026 05:55 PMtemp_c37.3
VIT-011509Tue Oct 27, 2026 05:55 PMhr79.0
VIT-011510Tue Oct 27, 2026 05:55 PMmap79.0
VIT-011511Tue Oct 27, 2026 05:55 PMgcs15.0
VIT-011450Wed Oct 28, 2026 01:55 AMspo297.0room air
VIT-011451Wed Oct 28, 2026 01:55 AMrr17.0
VIT-011512Wed Oct 28, 2026 01:55 AMtemp_c37.2
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VIT-011454Wed Oct 28, 2026 05:55 PMspo297.0room air
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VIT-011520Wed Oct 28, 2026 05:55 PMtemp_c37.4
VIT-011521Wed Oct 28, 2026 05:55 PMhr84.0
VIT-011522Wed Oct 28, 2026 05:55 PMmap83.0
VIT-011523Wed Oct 28, 2026 05:55 PMgcs15.0
VIT-011456Thu Oct 29, 2026 01:55 AMspo298.0room air
VIT-011457Thu Oct 29, 2026 01:55 AMrr17.0
VIT-011524Thu Oct 29, 2026 01:55 AMtemp_c37.4
VIT-011525Thu Oct 29, 2026 01:55 AMhr83.0
VIT-011526Thu Oct 29, 2026 01:55 AMmap80.0
VIT-011527Thu Oct 29, 2026 01:55 AMgcs15.0
VIT-011458Thu Oct 29, 2026 09:55 AMspo294.0room air
VIT-011459Thu Oct 29, 2026 09:55 AMrr15.0
VIT-011528Thu Oct 29, 2026 09:55 AMtemp_c37.3
VIT-011529Thu Oct 29, 2026 09:55 AMhr89.0
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VIT-011460Thu Oct 29, 2026 05:55 PMspo299.0room air
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VIT-011532Thu Oct 29, 2026 05:55 PMtemp_c37.4
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VIT-011462Fri Oct 30, 2026 01:55 AMspo296.0room air
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VIT-011539Fri Oct 30, 2026 01:55 AMgcs15.0
VIT-011464Fri Oct 30, 2026 09:55 AMspo299.0room air
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VIT-011551Sat Oct 31, 2026 01:55 AMgcs15.0
VIT-011470Sat Oct 31, 2026 09:55 AMspo296.0room air
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VIT-011554Sat Oct 31, 2026 09:55 AMmap85.0
VIT-011555Sat Oct 31, 2026 09:55 AMgcs15.0
VIT-011472Sat Oct 31, 2026 05:55 PMspo294.0room air
VIT-011473Sat Oct 31, 2026 05:55 PMrr14.0
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VIT-011557Sat Oct 31, 2026 05:55 PMhr76.0
VIT-011558Sat Oct 31, 2026 05:55 PMmap84.0
VIT-011559Sat Oct 31, 2026 05:55 PMgcs15.0
VIT-011474Sun Nov 01, 2026 01:55 AMspo298.0room air
VIT-011475Sun Nov 01, 2026 01:55 AMrr15.0
VIT-011560Sun Nov 01, 2026 01:55 AMtemp_c37.0
VIT-011561Sun Nov 01, 2026 01:55 AMhr76.0
VIT-011562Sun Nov 01, 2026 01:55 AMmap80.0
VIT-011563Sun Nov 01, 2026 01:55 AMgcs15.0
VIT-011476Sun Nov 01, 2026 09:55 AMspo294.0room air
VIT-011477Sun Nov 01, 2026 09:55 AMrr18.0
VIT-011564Sun Nov 01, 2026 09:55 AMtemp_c36.8
VIT-011565Sun Nov 01, 2026 09:55 AMhr77.0
VIT-011566Sun Nov 01, 2026 09:55 AMmap90.0
VIT-011567Sun Nov 01, 2026 09:55 AMgcs15.0
VIT-011478Sun Nov 01, 2026 05:55 PMspo297.0room air
VIT-011479Sun Nov 01, 2026 05:55 PMrr17.0
VIT-011568Sun Nov 01, 2026 05:55 PMtemp_c37.6
VIT-011569Sun Nov 01, 2026 05:55 PMhr91.0
VIT-011570Sun Nov 01, 2026 05:55 PMmap83.0
VIT-011571Sun Nov 01, 2026 05:55 PMgcs15.0
VIT-011480Mon Nov 02, 2026 01:55 AMspo298.0room air
VIT-011481Mon Nov 02, 2026 01:55 AMrr19.0
VIT-011572Mon Nov 02, 2026 01:55 AMtemp_c37.6
VIT-011573Mon Nov 02, 2026 01:55 AMhr68.0
VIT-011574Mon Nov 02, 2026 01:55 AMmap92.0
VIT-011575Mon Nov 02, 2026 01:55 AMgcs15.0
VIT-011482Mon Nov 02, 2026 09:55 AMspo298.0room air
VIT-011483Mon Nov 02, 2026 09:55 AMrr14.0
VIT-011576Mon Nov 02, 2026 09:55 AMtemp_c36.8
VIT-011577Mon Nov 02, 2026 09:55 AMhr92.0
VIT-011578Mon Nov 02, 2026 09:55 AMmap86.0
VIT-011579Mon Nov 02, 2026 09:55 AMgcs15.0
Medications, orders, echo, history (5)

Notes

History and physical · DOC-000397 · Dr. Priya Thorne (resident) · Sun Oct 25, 2026 08:35 PM

Source document DOC-000397: History and physical (synthetic)
HISTORY AND PHYSICAL
Patient: Wes Oyelaran   MRN: MRN47199157   Admitted: 2026-10-25 17:35
Service: Cardiology   Attending: Dr. Wes Merriweather

History of present illness: 52-year-old woman admitted with chronic systolic heart failure. 
Past medical history: heart failure with reduced ejection fraction.
Review of systems otherwise negative.
Exam: Lungs: scattered crackles at the bases, no distress.
Assessment and plan:
1. Chronic systolic heart failure: diuresis and daily weights; monitor electrolytes.

Nutrition assessment · DOC-000395 · Vera Pemberton, RD (dietitian) · Mon Oct 26, 2026 07:35 PM

Cited facts from this note (5)
fat_loss
none · cited p. 1, line 7 · confidence 0.90
Show source for fat_loss
… MRN: MRN47199157 Context: acute illness Intake: eating 100% of meals. Weight history: weight stable over the past 3 months. Nutrition-focused physical exam: no loss of subcutaneous fat; no muscle wasting; no fluid accumulation. Assessment: well nourished; no malnutrition identified.
fluid_accumulation
none · cited p. 1, line 7 · confidence 0.90
Show source for fluid_accumulation
… e: eating 100% of meals. Weight history: weight stable over the past 3 months. Nutrition-focused physical exam: no loss of subcutaneous fat; no muscle wasting; no fluid accumulation. Assessment: well nourished; no malnutrition identified.
intake_pct
100 · cited p. 1, line 5 · confidence 0.90
Show source for intake_pct
NUTRITION ASSESSMENT (Registered Dietitian) Patient: Wes Oyelaran MRN: MRN47199157 Context: acute illness Intake: eating 100% of meals. Weight history: weight stable over the past 3 months. Nutrition-focused physical exam: no loss of subcutaneous fat; no muscle wasting; no fluid accumulation. …
muscle_loss
none · cited p. 1, line 7 · confidence 0.90
Show source for muscle_loss
… acute illness Intake: eating 100% of meals. Weight history: weight stable over the past 3 months. Nutrition-focused physical exam: no loss of subcutaneous fat; no muscle wasting; no fluid accumulation. Assessment: well nourished; no malnutrition identified.
nutrition_context
acute · cited p. 1, line 4 · confidence 0.95
Show source for nutrition_context
NUTRITION ASSESSMENT (Registered Dietitian) Patient: Wes Oyelaran MRN: MRN47199157 Context: acute illness Intake: eating 100% of meals. Weight history: weight stable over the past 3 months. Nutrition-focused physical exam: no loss of subcutaneous fat; no muscle was …
Source document DOC-000395: Nutrition assessment (synthetic)
NUTRITION ASSESSMENT (Registered Dietitian)
Patient: Wes Oyelaran   MRN: MRN47199157

Context: acute illness
Intake: eating 100% of meals.
Weight history: weight stable over the past 3 months.
Nutrition-focused physical exam: no loss of subcutaneous fat; no muscle wasting; no fluid accumulation.
Assessment: well nourished; no malnutrition identified.

Wound care note · DOC-000396 · Elena Jessup, RN, CWOCN (wound_nurse) · Tue Oct 27, 2026 01:35 AM

Cited facts from this note (2)
wound_site
sacral · cited p. 1, line 4 · confidence 0.95
Show source for wound_site
WOUND CARE NOTE Patient: Wes Oyelaran MRN: MRN47199157 Location: sacrum Stage: 2 (NPIAP) Description: partial-thickness skin loss with exposed dermis. Size: 3.6 x 3.2 x 0.3 cm. Plan: offloading every 2 hours, foam dressing, nutriti …
wound_stage
2 · cited p. 1, line 5 · confidence 0.95
Show source for wound_stage
WOUND CARE NOTE Patient: Wes Oyelaran MRN: MRN47199157 Location: sacrum Stage: 2 (NPIAP) Description: partial-thickness skin loss with exposed dermis. Size: 3.6 x 3.2 x 0.3 cm. Plan: offloading every 2 hours, foam dressing, nutrition consul …
Source document DOC-000396: Wound care note (synthetic)
WOUND CARE NOTE
Patient: Wes Oyelaran   MRN: MRN47199157

Location: sacrum
Stage: 2 (NPIAP)
Description: partial-thickness skin loss with exposed dermis.
Size: 3.6 x 3.2 x 0.3 cm.
Plan: offloading every 2 hours, foam dressing, nutrition consult.

Progress note · DOC-000398 · Dr. Priya Thorne (resident) · Tue Oct 27, 2026 08:35 PM

Source document DOC-000398: Progress note (synthetic)
PROGRESS NOTE (Resident)
Patient: Wes Oyelaran   MRN: MRN47199157   Hospital day 3

Subjective: resting, tolerating diet.
Objective: vitals and labs reviewed in the flowsheet.
Assessment and plan:
1. Chronic systolic heart failure: continue current management.
2. Anemia: trend hemoglobin.
3. Stage 4 sacral pressure ulcer: wound care following, offloading.

Resident: Dr. Priya Thorne   Attending cosign: completed

Discharge summary · DOC-000399 · Dr. Wes Merriweather (attending) · Mon Nov 02, 2026 11:56 AM

Source document DOC-000399: Discharge summary (synthetic)
DISCHARGE SUMMARY
Patient: Wes Oyelaran   MRN: MRN47199157
Admitted 2026-10-25; discharged 2026-11-02.

Discharge diagnoses:
- chronic systolic heart failure
- anemia
- stage 4 sacral pressure ulcer

Disposition: home with follow-up.