minor UI changes made

.gitignore

@@ -0,0 +1,60 @@
+# macOS system files
+.DS_Store
+.AppleDouble
+.LSOverride
+
+# Icon must end with two \r
+Icon\r\r
+
+# Thumbnails
+._*
+
+# Files that might appear in the root of a volume
+.DocumentRevisions-V100
+.fseventsd
+.Spotlight-V100
+.TemporaryItems
+.Trashes
+.VolumeIcon.icns
+.com.apple.timemachine.donotpresent
+
+# AFP share folders
+.AppleDB
+.AppleDesktop
+Network Trash Folder
+Temporary Items
+.apdisk
+
+# iCloud files
+*.icloud
+
+# macOS package files
+*.pkg
+*.dmg
+
+# Logs and temp files
+*.log
+*.tmp
+*.swp
+
+# Xcode (if you ever use it)
+DerivedData/
+*.xcworkspace
+*.xcuserdata
+*.xcuserstate
+
+# Node / general dev (optional but common)
+node_modules/
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+
+# Python (optional)
+__pycache__/
+*.py[cod]
+*.pyo
+
+# Environment files
+.env
+.env.local
+

app.py

@@ -157,6 +157,7 @@ def get_cohort_table(filter_tier="All"):
             "Triggers": len(ev["triggers"]),
             "Anomaly score": f'{ev["iforest_min_score"]:.3f}',
             "Flagged days": ev["iforest_flagged_days"],
+            "Devices": p["devices"],
         })
     df = pd.DataFrame(rows)
     if df.empty:
@@ -166,6 +167,55 @@ def get_cohort_table(filter_tier="All"):
     df = df.sort_values("_o").drop("_o", axis=1).reset_index(drop=True)
     return df
 
+# ─── Definitions / glossary card ────────────────────────────────
+def get_definitions_card():
+    return """
+    <div style="background:#F8FAFC; border:1px solid #E2E8F0; border-radius:6px;
+                padding:14px 18px; margin:8px 0 14px;
+                font-family:'Segoe UI', sans-serif;">
+      <div style="font-size:11px; color:#64748B; letter-spacing:0.4px;
+                  text-transform:uppercase; font-weight:600; margin-bottom:8px;">
+        How to read this dashboard
+      </div>
+      <div style="display:grid; grid-template-columns:repeat(auto-fit, minmax(280px, 1fr));
+                  gap:8px 18px; font-size:12.5px; color:#334155; line-height:1.45;">
+        <div>
+          <span style="color:#991B1B; font-weight:600;">▲ High risk</span> —
+          Possible-fall pattern detected, sustained heart-rate elevation paired with activity drop,
+          or anomaly score below −0.10. Recommended action: district nurse review within hours.
+        </div>
+        <div>
+          <span style="color:#92400E; font-weight:600;">● Watch</span> —
+          One or more clinical rule triggers fired, or 2+ flagged days in the evaluation window.
+          Recommended action: hemtjänst coordinator notes for next visit.
+        </div>
+        <div>
+          <span style="color:#166534; font-weight:600;">✓ Stable</span> —
+          Patient's recent measurements remain within their personalised baseline. No action required.
+        </div>
+        <div>
+          <strong style="color:#0F172A;">Anomaly score</strong> — Output of the Isolation Forest
+          model (range approx. −0.2 to +0.3). Lower is more anomalous. The displayed value is
+          the lowest score across the 14-day evaluation window.
+        </div>
+        <div>
+          <strong style="color:#0F172A;">Flagged days</strong> — Number of days within the
+          14-day evaluation window where the anomaly score fell below the watch threshold (−0.02).
+        </div>
+        <div>
+          <strong style="color:#0F172A;">Triggers</strong> — Count of clinical rule triggers
+          that fired (rate elevation, activity drop, sleep disturbance, possible fall, declining trend,
+          adherence drop). Listed individually in the Patient Detail tab.
+        </div>
+        <div>
+          <strong style="color:#0F172A;">Devices</strong> — Hardware partners supplying signals
+          for this patient. VårdSignal aggregates across vendors; the operator chooses devices
+          per patient based on clinical profile.
+        </div>
+      </div>
+    </div>
+    """
+
 # ─── Patient detail plot ────────────────────────────────────────
 def render_patient_plot(pid):
     ev = ALL_EVALS[pid]
@@ -240,6 +290,18 @@ def render_patient_plot(pid):
     ax.set_xlabel("Date", fontsize=9, color="#475569")
     ax.legend(loc="lower left", fontsize=7.5, framealpha=0.85,
               edgecolor="#E2E8F0")
+    # Explanatory annotation: scores only computed during evaluation window
+    train_mid = full["date"].iloc[TRAIN_WINDOW // 2]
+    ymin_ax, ymax_ax = ax.get_ylim()
+    ax.text(train_mid, (ymin_ax + ymax_ax) / 2,
+            "Scores are computed only on the 14-day\n"
+            "evaluation window (yellow band).\n"
+            "Earlier days were used to learn the\n"
+            "personalised baseline.",
+            fontsize=8, color="#64748B", style="italic",
+            ha="center", va="center",
+            bbox=dict(boxstyle="round,pad=0.4", fc="#F8FAFC",
+                      ec="#CBD5E1", lw=0.6))
 
     for ax in axes:
         ax.xaxis.set_major_locator(mdates.WeekdayLocator(interval=2))
@@ -340,6 +402,9 @@ def render_patient_panel(pid):
         <div style="font-size:12px; color:#475569; margin-top:8px;">
           <strong>Conditions:</strong> {p['conditions']}
         </div>
+        <div style="font-size:12px; color:#475569; margin-top:4px;">
+          <strong>Devices:</strong> {p['devices']}
+        </div>
       </div>
 
       <!-- Recent vs baseline -->
@@ -451,8 +516,7 @@ LIGHT_THEME = gr.themes.Soft(
     secondary_hue="slate",
     neutral_hue="slate",
     radius_size="md",
-    font=[gr.themes.Font("Segoe UI"), gr.themes.Font("SF Pro Text"),
-          gr.themes.Font("system-ui"), gr.themes.Font("sans-serif")],
+    font=["Segoe UI", "SF Pro Text", "system-ui", "sans-serif"],
 ).set(
     body_background_fill="#FFFFFF",
     background_fill_primary="#FFFFFF",
@@ -495,7 +559,7 @@ table { font-size: 13px !important; }
 .tab-nav button { font-size: 14px !important; }
 """
 
-with gr.Blocks(title="VårdSignal Demo") as demo:
+with gr.Blocks(theme=LIGHT_THEME, css=CSS, title="VårdSignal Demo") as demo:
 
     gr.HTML("""
     <div class="dashboard-header">
@@ -514,6 +578,7 @@ with gr.Blocks(title="VårdSignal Demo") as demo:
     with gr.Tabs():
         # ============= TAB 1: Cohort Overview =============
         with gr.Tab("📋 Cohort Overview"):
+            definitions_html = gr.HTML(get_definitions_card())
             kpi_html = gr.HTML(get_kpis())
             with gr.Row():
                 tier_filter = gr.Radio(
@@ -526,7 +591,7 @@ with gr.Blocks(title="VårdSignal Demo") as demo:
                 value=get_cohort_table("All"),
                 interactive=False,
                 wrap=True,
-                column_widths=["110px","80px","160px","60px","110px","220px","75px","100px","85px"],
+                column_widths=["100px","75px","145px","55px","100px","190px","70px","90px","75px","160px"],
             )
 
             tier_filter.change(
@@ -650,5 +715,4 @@ with gr.Blocks(title="VårdSignal Demo") as demo:
             """)
 
 if __name__ == "__main__":
-    demo.launch(server_name="0.0.0.0", server_port=7860, share=False,
-                theme=LIGHT_THEME, css=CSS)
+    demo.launch(server_name="0.0.0.0", server_port=7860, share=False)

patients.csv

@@ -1,51 +1,51 @@
-patient_id,name,age,sex,municipality,activity_class,rhr_baseline_mean,rhr_baseline_std,steps_baseline_mean,steps_baseline_std,sleep_baseline_mean,sleep_baseline_std,adherence_baseline,onboarded_days_ago,conditions
-P001,Eva Eriksson,79,F,Karlskrona,active,86.8,4.58,6393,1598,5.9,0.89,0.821,70,Hypertension; Mild cognitive impairment
-P002,Kerstin Larsson,70,F,Karlskrona,low,74.4,5.72,1969,492,7.52,0.6,0.863,77,Hypertension
-P003,Gunnar Pettersson,85,M,Ronneby,moderate,72.9,4.18,2605,651,6.07,0.85,0.789,74,Hypertension
-P004,Karin Lindberg,84,F,Karlshamn,low,73.4,5.3,1038,259,7.65,0.67,0.949,77,No flagged conditions
-P005,Astrid Olsson,79,F,Karlskrona,low,75.9,5.75,2060,515,6.51,0.88,0.566,85,COPD
-P006,Per Karlsson,91,M,Karlskrona,low,73.1,4.38,1480,370,6.91,0.71,0.927,66,Hypertension
-P007,Maj-Britt Persson,89,F,Karlshamn,low,85.7,4.89,1447,361,5.78,0.56,0.974,70,Atrial fibrillation
-P008,Anders Olsson,83,M,Sölvesborg,low,73.2,5.27,1000,250,7.99,0.54,0.924,66,Type 2 diabetes
-P009,Solveig Eriksson,92,F,Olofström,moderate,83.5,3.64,2535,633,8.35,0.75,0.808,65,No flagged conditions
-P010,Karin Eriksson,77,F,Sölvesborg,low,78.3,5.16,985,246,7.23,0.6,0.628,85,No flagged conditions
-P011,Maj-Britt Jonsson,91,F,Olofström,moderate,82.4,3.98,2643,660,7.33,0.88,0.901,67,COPD
-P012,Stig Johansson,80,M,Karlskrona,low,75.2,5.35,1172,293,6.07,0.87,0.795,88,Type 2 diabetes; Atrial fibrillation
-P013,Britta Andersson,78,F,Karlshamn,moderate,72.3,3.93,3146,786,8.82,0.55,0.743,77,Hypertension; COPD
-P014,Eva Jonsson,85,F,Karlshamn,low,82.4,5.97,1726,431,7.48,0.75,0.803,61,No flagged conditions
-P015,Hans Larsson,95,M,Karlskrona,low,70.1,3.69,1039,259,5.88,0.59,0.948,63,Hypertension; Type 2 diabetes
-P016,Kerstin Andersson,82,F,Ronneby,low,74.2,4.16,1147,286,6.91,0.72,0.881,80,Hypertension; Type 2 diabetes
-P017,Stig Pettersson,91,M,Sölvesborg,low,71.4,5.38,1125,281,6.61,0.42,0.861,77,Hypertension; Atrial fibrillation
-P018,Per Jonsson,80,M,Sölvesborg,low,61.5,4.5,1465,366,7.17,0.41,0.807,89,Mild cognitive impairment
-P019,Karin Eriksson,85,F,Sölvesborg,low,76.4,5.05,1414,353,6.68,0.52,0.836,63,Hypertension
-P020,Åke Lindström,86,M,Ronneby,moderate,64.0,5.35,2443,610,6.87,0.83,0.865,82,Mild cognitive impairment
-P021,Greta Berglund,81,F,Karlshamn,moderate,80.1,4.85,2906,726,6.65,0.47,0.89,83,Hypertension
-P022,Marie Johansson,85,F,Karlshamn,low,78.2,5.44,1725,431,5.66,0.43,0.827,64,Hypertension
-P023,Karin Persson,91,F,Karlshamn,moderate,85.5,5.63,4214,1053,7.48,0.75,0.91,74,Mild cognitive impairment
-P024,Ulla Lindberg,80,F,Karlskrona,moderate,74.3,5.93,2818,704,7.54,0.65,0.581,88,Hypertension; Mild cognitive impairment
-P025,Bengt Lindberg,83,M,Karlshamn,low,71.3,4.34,1413,353,6.38,0.66,0.939,82,No flagged conditions
-P026,Karl Olsson,83,M,Ronneby,low,77.0,5.57,1121,280,7.13,0.56,0.804,71,No flagged conditions
-P027,Elisabeth Karlsson,83,F,Karlskrona,moderate,73.0,5.5,4034,1008,6.12,0.59,0.938,82,Atrial fibrillation; COPD
-P028,Karl Gustafsson,82,M,Karlshamn,low,73.8,4.89,857,214,9.0,0.55,0.977,62,Hypertension; Type 2 diabetes
-P029,Solveig Gustafsson,80,F,Karlskrona,active,77.3,3.56,4974,1243,7.58,0.7,0.844,72,Hypertension
-P030,Anna Nilsson,87,F,Olofström,low,72.5,4.56,1153,288,7.66,0.63,0.936,73,Mild cognitive impairment
-P031,Elisabeth Johansson,74,F,Olofström,low,73.7,3.75,1054,263,6.73,0.55,0.746,70,No flagged conditions
-P032,Erik Jonsson,77,M,Olofström,low,69.0,4.14,1620,405,7.27,0.43,0.778,67,Type 2 diabetes
-P033,Ingrid Gustafsson,74,F,Ronneby,low,82.8,4.15,2065,516,6.49,0.49,0.88,69,No flagged conditions
-P034,Britta Olsson,88,F,Karlskrona,moderate,86.2,3.98,4181,1045,7.42,0.59,0.948,63,Type 2 diabetes
-P035,Kerstin Persson,87,F,Ronneby,moderate,84.5,5.01,3501,875,7.45,0.5,0.857,79,Type 2 diabetes
-P036,Anna Karlsson,74,F,Karlshamn,moderate,68.0,3.52,3712,928,8.0,0.72,0.975,75,Mild cognitive impairment
-P037,Eva Svensson,76,F,Karlskrona,low,76.7,3.65,1449,362,8.48,0.69,0.882,79,Hypertension; Mild cognitive impairment
-P038,Kerstin Jonsson,71,F,Karlshamn,low,73.6,5.18,1873,468,8.05,0.67,0.877,73,Mild cognitive impairment
-P039,Karl Eriksson,78,M,Karlskrona,low,72.7,3.8,1080,270,7.23,0.85,0.816,66,Atrial fibrillation
-P040,Karl Eriksson,70,M,Karlshamn,low,72.0,3.6,1430,357,6.62,0.62,0.851,84,Hypertension; Type 2 diabetes; COPD
-P041,Rolf Lindberg,89,M,Sölvesborg,low,69.5,5.38,1570,392,8.07,0.81,0.804,68,Hypertension
-P042,Birgitta Persson,79,F,Karlskrona,active,73.3,3.96,4833,1208,7.6,0.55,0.731,66,Hypertension
-P043,Rolf Lindberg,79,M,Karlshamn,low,71.7,3.51,1878,469,6.97,0.81,0.849,70,Mild cognitive impairment
-P044,Britta Berglund,91,F,Sölvesborg,low,81.3,5.29,1551,387,6.42,0.84,0.898,76,Mild cognitive impairment; COPD
-P045,Britta Lindberg,75,F,Sölvesborg,low,76.1,5.45,904,226,7.35,0.83,0.899,77,Type 2 diabetes; Atrial fibrillation
-P046,Rolf Larsson,84,M,Sölvesborg,low,78.2,4.9,868,217,7.08,0.85,0.895,82,Hypertension
-P047,Rolf Andersson,84,M,Olofström,active,68.3,4.61,7131,1782,7.49,0.43,0.879,86,No flagged conditions
-P048,Maj-Britt Berglund,80,F,Olofström,active,81.7,5.12,7306,1826,6.66,0.88,0.85,88,No flagged conditions
-P049,Gunnar Lindström,93,M,Ronneby,moderate,80.5,5.25,4109,1027,6.33,0.66,0.802,75,Hypertension; Atrial fibrillation
-P050,Maj-Britt Nilsson,81,F,Ronneby,low,81.1,4.72,1213,303,6.52,0.54,0.756,66,No flagged conditions
+patient_id,name,age,sex,municipality,activity_class,rhr_baseline_mean,rhr_baseline_std,steps_baseline_mean,steps_baseline_std,sleep_baseline_mean,sleep_baseline_std,adherence_baseline,onboarded_days_ago,conditions,devices
+P001,Eva Eriksson,79,F,Karlskrona,active,86.8,4.58,6393,1598,5.9,0.89,0.821,70,Hypertension; Mild cognitive impairment,Phoniro · Evondos · Withings
+P002,Kerstin Larsson,70,F,Karlskrona,low,74.4,5.72,1969,492,7.52,0.6,0.863,77,Hypertension,Phoniro
+P003,Gunnar Pettersson,85,M,Ronneby,moderate,72.9,4.18,2605,651,6.07,0.85,0.789,74,Hypertension,Evondos · Vivago · Withings
+P004,Karin Lindberg,84,F,Karlshamn,low,73.4,5.3,1038,259,7.65,0.67,0.949,77,No flagged conditions,Phoniro · Evondos · Vivago
+P005,Astrid Olsson,79,F,Karlskrona,low,75.9,5.75,2060,515,6.51,0.88,0.566,85,COPD,Phoniro · Evondos
+P006,Per Karlsson,91,M,Karlskrona,low,73.1,4.38,1480,370,6.91,0.71,0.927,66,Hypertension,Phoniro · Vivago
+P007,Maj-Britt Persson,89,F,Karlshamn,low,85.7,4.89,1447,361,5.78,0.56,0.974,70,Atrial fibrillation,Phoniro · Withings
+P008,Anders Olsson,83,M,Sölvesborg,low,73.2,5.27,1000,250,7.99,0.54,0.924,66,Type 2 diabetes,Phoniro · Withings
+P009,Solveig Eriksson,92,F,Olofström,moderate,83.5,3.64,2535,633,8.35,0.75,0.808,65,No flagged conditions,Phoniro · Evondos
+P010,Karin Eriksson,77,F,Sölvesborg,low,78.3,5.16,985,246,7.23,0.6,0.628,85,No flagged conditions,Phoniro
+P011,Maj-Britt Jonsson,91,F,Olofström,moderate,82.4,3.98,2643,660,7.33,0.88,0.901,67,COPD,Phoniro · Evondos · Vivago
+P012,Stig Johansson,80,M,Karlskrona,low,75.2,5.35,1172,293,6.07,0.87,0.795,88,Type 2 diabetes; Atrial fibrillation,Phoniro · Withings
+P013,Britta Andersson,78,F,Karlshamn,moderate,72.3,3.93,3146,786,8.82,0.55,0.743,77,Hypertension; COPD,Phoniro · Evondos · Withings
+P014,Eva Jonsson,85,F,Karlshamn,low,82.4,5.97,1726,431,7.48,0.75,0.803,61,No flagged conditions,Phoniro
+P015,Hans Larsson,95,M,Karlskrona,low,70.1,3.69,1039,259,5.88,0.59,0.948,63,Hypertension; Type 2 diabetes,Phoniro · Evondos
+P016,Kerstin Andersson,82,F,Ronneby,low,74.2,4.16,1147,286,6.91,0.72,0.881,80,Hypertension; Type 2 diabetes,Phoniro · Withings
+P017,Stig Pettersson,91,M,Sölvesborg,low,71.4,5.38,1125,281,6.61,0.42,0.861,77,Hypertension; Atrial fibrillation,Phoniro · Evondos
+P018,Per Jonsson,80,M,Sölvesborg,low,61.5,4.5,1465,366,7.17,0.41,0.807,89,Mild cognitive impairment,Phoniro · Vivago
+P019,Karin Eriksson,85,F,Sölvesborg,low,76.4,5.05,1414,353,6.68,0.52,0.836,63,Hypertension,Phoniro · Evondos · Vivago · Withings
+P020,Åke Lindström,86,M,Ronneby,moderate,64.0,5.35,2443,610,6.87,0.83,0.865,82,Mild cognitive impairment,Phoniro · Vivago
+P021,Greta Berglund,81,F,Karlshamn,moderate,80.1,4.85,2906,726,6.65,0.47,0.89,83,Hypertension,Phoniro · Evondos · Withings
+P022,Marie Johansson,85,F,Karlshamn,low,78.2,5.44,1725,431,5.66,0.43,0.827,64,Hypertension,Evondos · Withings
+P023,Karin Persson,91,F,Karlshamn,moderate,85.5,5.63,4214,1053,7.48,0.75,0.91,74,Mild cognitive impairment,Phoniro · Evondos
+P024,Ulla Lindberg,80,F,Karlskrona,moderate,74.3,5.93,2818,704,7.54,0.65,0.581,88,Hypertension; Mild cognitive impairment,Phoniro · Evondos · Vivago
+P025,Bengt Lindberg,83,M,Karlshamn,low,71.3,4.34,1413,353,6.38,0.66,0.939,82,No flagged conditions,Phoniro
+P026,Karl Olsson,83,M,Ronneby,low,77.0,5.57,1121,280,7.13,0.56,0.804,71,No flagged conditions,Phoniro · Withings
+P027,Elisabeth Karlsson,83,F,Karlskrona,moderate,73.0,5.5,4034,1008,6.12,0.59,0.938,82,Atrial fibrillation; COPD,Phoniro · Evondos
+P028,Karl Gustafsson,82,M,Karlshamn,low,73.8,4.89,857,214,9.0,0.55,0.977,62,Hypertension; Type 2 diabetes,Phoniro · Evondos · Vivago
+P029,Solveig Gustafsson,80,F,Karlskrona,active,77.3,3.56,4974,1243,7.58,0.7,0.844,72,Hypertension,Phoniro · Withings
+P030,Anna Nilsson,87,F,Olofström,low,72.5,4.56,1153,288,7.66,0.63,0.936,73,Mild cognitive impairment,Phoniro · Evondos · Vivago
+P031,Elisabeth Johansson,74,F,Olofström,low,73.7,3.75,1054,263,6.73,0.55,0.746,70,No flagged conditions,Phoniro · Evondos
+P032,Erik Jonsson,77,M,Olofström,low,69.0,4.14,1620,405,7.27,0.43,0.778,67,Type 2 diabetes,Phoniro
+P033,Ingrid Gustafsson,74,F,Ronneby,low,82.8,4.15,2065,516,6.49,0.49,0.88,69,No flagged conditions,Phoniro · Withings
+P034,Britta Olsson,88,F,Karlskrona,moderate,86.2,3.98,4181,1045,7.42,0.59,0.948,63,Type 2 diabetes,Phoniro · Evondos
+P035,Kerstin Persson,87,F,Ronneby,moderate,84.5,5.01,3501,875,7.45,0.5,0.857,79,Type 2 diabetes,Phoniro
+P036,Anna Karlsson,74,F,Karlshamn,moderate,68.0,3.52,3712,928,8.0,0.72,0.975,75,Mild cognitive impairment,Phoniro · Evondos · Vivago
+P037,Eva Svensson,76,F,Karlskrona,low,76.7,3.65,1449,362,8.48,0.69,0.882,79,Hypertension; Mild cognitive impairment,Phoniro
+P038,Kerstin Jonsson,71,F,Karlshamn,low,73.6,5.18,1873,468,8.05,0.67,0.877,73,Mild cognitive impairment,Phoniro · Vivago · Withings
+P039,Karl Eriksson,78,M,Karlskrona,low,72.7,3.8,1080,270,7.23,0.85,0.816,66,Atrial fibrillation,Phoniro
+P040,Karl Eriksson,70,M,Karlshamn,low,72.0,3.6,1430,357,6.62,0.62,0.851,84,Hypertension; Type 2 diabetes; COPD,Phoniro · Withings
+P041,Rolf Lindberg,89,M,Sölvesborg,low,69.5,5.38,1570,392,8.07,0.81,0.804,68,Hypertension,Phoniro · Evondos · Vivago
+P042,Birgitta Persson,79,F,Karlskrona,active,73.3,3.96,4833,1208,7.6,0.55,0.731,66,Hypertension,Phoniro
+P043,Rolf Lindberg,79,M,Karlshamn,low,71.7,3.51,1878,469,6.97,0.81,0.849,70,Mild cognitive impairment,Phoniro · Vivago
+P044,Britta Berglund,91,F,Sölvesborg,low,81.3,5.29,1551,387,6.42,0.84,0.898,76,Mild cognitive impairment; COPD,Phoniro · Vivago
+P045,Britta Lindberg,75,F,Sölvesborg,low,76.1,5.45,904,226,7.35,0.83,0.899,77,Type 2 diabetes; Atrial fibrillation,Phoniro
+P046,Rolf Larsson,84,M,Sölvesborg,low,78.2,4.9,868,217,7.08,0.85,0.895,82,Hypertension,Phoniro · Vivago
+P047,Rolf Andersson,84,M,Olofström,active,68.3,4.61,7131,1782,7.49,0.43,0.879,86,No flagged conditions,Phoniro · Evondos
+P048,Maj-Britt Berglund,80,F,Olofström,active,81.7,5.12,7306,1826,6.66,0.88,0.85,88,No flagged conditions,Phoniro · Vivago
+P049,Gunnar Lindström,93,M,Ronneby,moderate,80.5,5.25,4109,1027,6.33,0.66,0.802,75,Hypertension; Atrial fibrillation,Phoniro · Evondos · Withings
+P050,Maj-Britt Nilsson,81,F,Ronneby,low,81.1,4.72,1213,303,6.52,0.54,0.756,66,No flagged conditions,Phoniro · Evondos