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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-00010: Quinn Kowalczyk

50M · MRN47067770 · Pulmonology · admitted Mon Nov 09, 2026 10:30 PM · in hospital · attending Dr. Cyrus Ellingham · resident Dr. Greta Kowalczyk · 162 cm, 60.4 kg

Documented diagnoses (current)

  • Principal: “COPD exacerbation” · J44.1 Chronic obstructive pulmonary disease with (acute) exacerbation
  • “type 2 diabetes” · E11.9 Type 2 diabetes mellitus without complications
  • “hyperlipidemia” · E78.5 Hyperlipidemia, unspecified

Illustrative grouping now: MS-DRG 192 Chronic obstructive pulmonary disease without CC/MCC. If every open specificity/validation gap were answered as the criteria suggest: MS-DRG 192.

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=1.054, t.ratio_s1=1.5, creat_rise_48h=0.09, 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=1.054, t.ratio_s3=3.0, creat_peak=1.36, 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=1.054, 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=0.09, 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 not met No gap Not documented and not supported.
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=M, hgb_nadir=13.81, t.hb_m=13, t.hb_f=12 false
derived: acute_fall hgb_drop >= t.drop_major or prbc_units >= t.prbc_major hgb_drop=0.3, 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=False, acute_fall=False false
outcome: anaemia_only anaemic and hgb_drop < t.drop_min and prbc_units == 0 anaemic=False, hgb_drop=0.3, t.drop_min=1.0, prbc_units=0 false
outcome: not_anaemic present(hgb_nadir) and not anaemic hgb_nadir=13.81, anaemic=False 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=199, t.chronic_days=90 true
derived: staging_egfr max(egfr_early, egfr_late) egfr_early=69.5, egfr_late=67.5 69.5
derived: both_below_60 egfr_early < t.g2 and egfr_late < t.g2 egfr_early=69.5, t.g2=60, egfr_late=67.5 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=69.5, 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=69.5, egfr_late=67.5, t.g2=60 false
outcome: g1_g2 staging_egfr >= t.g2 staging_egfr=69.5, t.g2=60 true
Heart failure Insufficient data No gap Insufficient data: the criteria could not be applied.
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=unknown, 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=unknown, t.ref=40, t.pres=50 unknown
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=unknown, 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=False unknown
outcome: improved_ef improved improved=False false
outcome: midrange hf_type == 'midrange' hf_type=unknown unknown
outcome: sys_aoc hf_type == 'systolic' and acuity == 'acute on chronic' hf_type=unknown, acuity=unknown unknown
outcome: sys_acute hf_type == 'systolic' and acuity == 'acute' hf_type=unknown, acuity=unknown unknown
outcome: sys_chronic hf_type == 'systolic' and acuity == 'chronic' hf_type=unknown, acuity=unknown unknown
outcome: dia_aoc hf_type == 'diastolic' and acuity == 'acute on chronic' hf_type=unknown, acuity=unknown unknown
outcome: dia_acute hf_type == 'diastolic' and acuity == 'acute' hf_type=unknown, acuity=unknown unknown
outcome: dia_chronic hf_type == 'diastolic' and acuity == 'chronic' hf_type=unknown, acuity=unknown unknown
outcome: one_indicator acute_count == 1 acute_count=0 false
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=137.0, 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=137.0, t.low=135, na_low_count=0, t.repeat=2, na_treated=False false
outcome: untreated na_min < t.low na_min=137.0, t.low=135 false
outcome: not_met na_min >= t.low na_min=137.0, 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=50, t.adult=20 false
outcome: class3 bmi >= t.c3 bmi=23.0, t.c3=40 false
outcome: class2 bmi >= t.c2 bmi=23.0, t.c2=35 false
outcome: class1 bmi >= t.c1 bmi=23.0, t.c1=30 false
outcome: not_met bmi < t.c1 bmi=23.0, t.c1=30 true
Pressure injury Insufficient data No gap Insufficient data: the criteria could not be applied.
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=unknown unknown
outcome: no_wound_note not present(wound_stage) wound_stage=unknown 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=37.1, t.t_hi=38, temp_min_48h=36.5, t.t_lo=36 false
derived: sirs_hr coalesce(hr_max_48h > t.hr, false) hr_max_48h=78.0, 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=10.6, t.wbc_hi=12, wbc_min_48h=9.23, 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=231.0 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=0.53 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=75.0 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=1.33 1
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=1.29 1
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=1, sofa_renal_baseline=1 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 (28)
Labs (pre-admission rows are outpatient values)
RowWhenTestValue
LAB-000321Thu Jan 22, 2026 09:15 AMcreatinine1.26 mg/dL
LAB-000322Mon Aug 10, 2026 10:05 AMcreatinine1.29 mg/dL
LAB-000323Mon Nov 09, 2026 11:30 PMcreatinine1.3 mg/dL
LAB-000328Mon Nov 09, 2026 11:30 PMsodium137.0 mmol/L
LAB-000333Mon Nov 09, 2026 11:30 PMhemoglobin13.82 g/dL
LAB-000338Mon Nov 09, 2026 11:30 PMwbc10.19 x10^3/uL
LAB-000339Mon Nov 09, 2026 11:30 PMplatelets248.0 x10^3/uL
LAB-000348Mon Nov 09, 2026 11:30 PMbilirubin0.53 mg/dL
LAB-000324Tue Nov 10, 2026 05:00 AMcreatinine1.27 mg/dL
LAB-000329Tue Nov 10, 2026 05:00 AMsodium139.0 mmol/L
LAB-000334Tue Nov 10, 2026 05:00 AMhemoglobin14.09 g/dL
LAB-000340Tue Nov 10, 2026 05:00 AMwbc10.6 x10^3/uL
LAB-000341Tue Nov 10, 2026 05:00 AMplatelets240.0 x10^3/uL
LAB-000325Wed Nov 11, 2026 05:00 AMcreatinine1.33 mg/dL
LAB-000330Wed Nov 11, 2026 05:00 AMsodium137.0 mmol/L
LAB-000335Wed Nov 11, 2026 05:00 AMhemoglobin13.81 g/dL
LAB-000342Wed Nov 11, 2026 05:00 AMwbc9.23 x10^3/uL
LAB-000343Wed Nov 11, 2026 05:00 AMplatelets231.0 x10^3/uL
LAB-000326Thu Nov 12, 2026 05:00 AMcreatinine1.36 mg/dL
LAB-000331Thu Nov 12, 2026 05:00 AMsodium142.0 mmol/L
LAB-000336Thu Nov 12, 2026 05:00 AMhemoglobin14.08 g/dL
LAB-000344Thu Nov 12, 2026 05:00 AMwbc5.62 x10^3/uL
LAB-000345Thu Nov 12, 2026 05:00 AMplatelets230.0 x10^3/uL
LAB-000327Fri Nov 13, 2026 05:00 AMcreatinine1.27 mg/dL
LAB-000332Fri Nov 13, 2026 05:00 AMsodium142.0 mmol/L
LAB-000337Fri Nov 13, 2026 05:00 AMhemoglobin14.37 g/dL
LAB-000346Fri Nov 13, 2026 05:00 AMwbc8.15 x10^3/uL
LAB-000347Fri Nov 13, 2026 05:00 AMplatelets279.0 x10^3/uL
Vitals (72)
Vitals
RowWhenKindValueDetail
VIT-000934Mon Nov 09, 2026 10:50 PMspo298.0room air
VIT-000935Mon Nov 09, 2026 10:50 PMrr15.0
VIT-000958Mon Nov 09, 2026 10:50 PMtemp_c37.1
VIT-000959Mon Nov 09, 2026 10:50 PMhr73.0
VIT-000960Mon Nov 09, 2026 10:50 PMmap78.0
VIT-000961Mon Nov 09, 2026 10:50 PMgcs15.0
VIT-000936Tue Nov 10, 2026 06:50 AMspo295.0room air
VIT-000937Tue Nov 10, 2026 06:50 AMrr19.0
VIT-000962Tue Nov 10, 2026 06:50 AMtemp_c36.8
VIT-000963Tue Nov 10, 2026 06:50 AMhr71.0
VIT-000964Tue Nov 10, 2026 06:50 AMmap89.0
VIT-000965Tue Nov 10, 2026 06:50 AMgcs15.0
VIT-000938Tue Nov 10, 2026 02:50 PMspo298.0room air
VIT-000939Tue Nov 10, 2026 02:50 PMrr20.0
VIT-000966Tue Nov 10, 2026 02:50 PMtemp_c36.5
VIT-000967Tue Nov 10, 2026 02:50 PMhr74.0
VIT-000968Tue Nov 10, 2026 02:50 PMmap75.0
VIT-000969Tue Nov 10, 2026 02:50 PMgcs15.0
VIT-000940Tue Nov 10, 2026 10:50 PMspo294.0room air
VIT-000941Tue Nov 10, 2026 10:50 PMrr14.0
VIT-000970Tue Nov 10, 2026 10:50 PMtemp_c37.1
VIT-000971Tue Nov 10, 2026 10:50 PMhr70.0
VIT-000972Tue Nov 10, 2026 10:50 PMmap86.0
VIT-000973Tue Nov 10, 2026 10:50 PMgcs15.0
VIT-000942Wed Nov 11, 2026 06:50 AMspo297.0room air
VIT-000943Wed Nov 11, 2026 06:50 AMrr20.0
VIT-000974Wed Nov 11, 2026 06:50 AMtemp_c36.7
VIT-000975Wed Nov 11, 2026 06:50 AMhr71.0
VIT-000976Wed Nov 11, 2026 06:50 AMmap77.0
VIT-000977Wed Nov 11, 2026 06:50 AMgcs15.0
VIT-000944Wed Nov 11, 2026 02:50 PMspo295.0room air
VIT-000945Wed Nov 11, 2026 02:50 PMrr15.0
VIT-000978Wed Nov 11, 2026 02:50 PMtemp_c36.8
VIT-000979Wed Nov 11, 2026 02:50 PMhr78.0
VIT-000980Wed Nov 11, 2026 02:50 PMmap77.0
VIT-000981Wed Nov 11, 2026 02:50 PMgcs15.0
VIT-000946Wed Nov 11, 2026 10:50 PMspo298.0room air
VIT-000947Wed Nov 11, 2026 10:50 PMrr14.0
VIT-000982Wed Nov 11, 2026 10:50 PMtemp_c37.0
VIT-000983Wed Nov 11, 2026 10:50 PMhr72.0
VIT-000984Wed Nov 11, 2026 10:50 PMmap85.0
VIT-000985Wed Nov 11, 2026 10:50 PMgcs15.0
VIT-000948Thu Nov 12, 2026 06:50 AMspo297.0room air
VIT-000949Thu Nov 12, 2026 06:50 AMrr16.0
VIT-000986Thu Nov 12, 2026 06:50 AMtemp_c36.6
VIT-000987Thu Nov 12, 2026 06:50 AMhr84.0
VIT-000988Thu Nov 12, 2026 06:50 AMmap75.0
VIT-000989Thu Nov 12, 2026 06:50 AMgcs15.0
VIT-000950Thu Nov 12, 2026 02:50 PMspo296.0room air
VIT-000951Thu Nov 12, 2026 02:50 PMrr18.0
VIT-000990Thu Nov 12, 2026 02:50 PMtemp_c37.4
VIT-000991Thu Nov 12, 2026 02:50 PMhr87.0
VIT-000992Thu Nov 12, 2026 02:50 PMmap89.0
VIT-000993Thu Nov 12, 2026 02:50 PMgcs15.0
VIT-000952Thu Nov 12, 2026 10:50 PMspo298.0room air
VIT-000953Thu Nov 12, 2026 10:50 PMrr16.0
VIT-000994Thu Nov 12, 2026 10:50 PMtemp_c36.8
VIT-000995Thu Nov 12, 2026 10:50 PMhr79.0
VIT-000996Thu Nov 12, 2026 10:50 PMmap87.0
VIT-000997Thu Nov 12, 2026 10:50 PMgcs15.0
VIT-000954Fri Nov 13, 2026 06:50 AMspo297.0room air
VIT-000955Fri Nov 13, 2026 06:50 AMrr16.0
VIT-000998Fri Nov 13, 2026 06:50 AMtemp_c37.2
VIT-000999Fri Nov 13, 2026 06:50 AMhr84.0
VIT-001000Fri Nov 13, 2026 06:50 AMmap80.0
VIT-001001Fri Nov 13, 2026 06:50 AMgcs15.0
VIT-000956Fri Nov 13, 2026 02:50 PMspo298.0room air
VIT-000957Fri Nov 13, 2026 02:50 PMrr15.0
VIT-001002Fri Nov 13, 2026 02:50 PMtemp_c36.8
VIT-001003Fri Nov 13, 2026 02:50 PMhr82.0
VIT-001004Fri Nov 13, 2026 02:50 PMmap89.0
VIT-001005Fri Nov 13, 2026 02:50 PMgcs15.0
Medications, orders, echo, history (0)

Notes

History and physical · DOC-000034 · Dr. Greta Kowalczyk (resident) · Tue Nov 10, 2026 01:30 AM

Source document DOC-000034: History and physical (synthetic)
HISTORY AND PHYSICAL
Patient: Quinn Kowalczyk   MRN: MRN47067770   Admitted: 2026-11-09 22:30
Service: Pulmonology   Attending: Dr. Cyrus Ellingham

History of present illness: 50-year-old man admitted with COPD exacerbation. 
Past medical history: type 2 diabetes, hyperlipidemia.
Review of systems otherwise negative.
Exam: Lungs: clear to auscultation bilaterally.
Assessment and plan:
1. COPD exacerbation: bronchodilators and steroids.

Nutrition assessment · DOC-000033 · Dario Larkspur, RD (dietitian) · Wed Nov 11, 2026 04:30 AM

Cited facts from this note (5)
fat_loss
none · cited p. 1, line 7 · confidence 0.90
Show source for fat_loss
… MRN: MRN47067770 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: Quinn Kowalczyk MRN: MRN47067770 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: Quinn Kowalczyk MRN: MRN47067770 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-000033: Nutrition assessment (synthetic)
NUTRITION ASSESSMENT (Registered Dietitian)
Patient: Quinn Kowalczyk   MRN: MRN47067770

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.

Progress note · DOC-000035 · Dr. Greta Kowalczyk (resident) · Fri Nov 13, 2026 03:55 PM · awaiting cosign

Source document DOC-000035: Progress note (synthetic)
PROGRESS NOTE (Resident)
Patient: Quinn Kowalczyk   MRN: MRN47067770   Hospital day 4

Subjective: resting, tolerating diet.
Objective: vitals and labs reviewed in the flowsheet.
Assessment and plan:
1. COPD exacerbation: continue current management.

Resident: Dr. Greta Kowalczyk   Attending cosign: pending