continuum
Proprietary methodology

The Continuum Score.

A numeric, multi-category and above all time-evolving reading of a person's health.

74 SCORE Socio-economic Physical environment Behaviour Social environment Health system ↗ +8 pts over 3 months
The principle

A trajectory,
not a snapshot.

Family medicine has long measured health as isolated snapshots: a blood pressure, a cholesterol level, a weight, at each visit. Precise, but disconnected. Hard to see movement.

The Continuum Score changes that logic. It gives each person a global score out of 100, made of 5 major categories referenced by the WHO and INSPQ, and recalculates it every month for members of the Selinoa programme.

What matters is not the isolated score but its trajectory. A ten-point drop in the “Behaviour” category between January and April opens a conversation that would otherwise have taken six months to surface — because the patient would not have known how to put it into words, and the doctor would not have had the indicator to start it.

The Continuum Score is not a diagnosis. It is a shared signal of vigilance between you, your care manager and your doctor.

The 5 categories

Five axes,
one balance.

Each category groups several scientifically referenced health determinants. A dynamic weighting adapts to what can actually be measured for you. Here is how your score breaks down.

15%

Socio-economic & work

The material and professional determinants that shape health over the long term.

  • Income — compared with the median income of your country
  • Education — ISCED level (international classification)
  • Employment — socio-professional category
  • Food insecurity — adapted HFIAS/FAO questionnaire

Sources : INSEE, DREES, OECD

10%

Physical environment

The quality of the air, water, housing and area you live in.

  • Air quality — PM2.5 mortality by country
  • Drinking water — reported accessibility
  • Housing — occupancy ratio / healthiness
  • Local planning — access to transport and services

Sources : OECD Environment, patient questionnaires

15%

Social environment

The quality and richness of the social support around you.

  • Support networks — validated SPS-10 scale
  • Subjective isolation — short questionnaire
  • Discrimination / exclusion — belonging to at-risk groups

Sources : Cutrona & Russell, Caron 2013 (SPS-10)

45%

Individual behaviour

The heaviest weight — the main modifiable lever of long-term health.

  • Physical activity — Ricci-Gagnon questionnaire
  • Diet — dedicated nutrition questionnaire
  • Sleep — duration, quality, night waking
  • Alcohol use — AUDIT test (WHO)
  • Tobacco use — Fagerström test
  • Treatment adherence — MPR (Medication Possession Ratio)
  • Childhood experiences — inspired by the ACE score

Sources : Ricci-Gagnon, Fagerström, AUDIT, Felitti (ACE)

15%

Health system

The quality and accessibility of the care system in your region.

  • Physician density — doctors per 1,000 inhabitants
  • Nursing staff — nurses per 1,000 inhabitants
  • Hospital capacity — beds per 1,000 inhabitants

Sources : OECD Health Care Resources, FSO

How it is calculated

A transparent methodology.

Nothing magical, nothing hidden behind the word “proprietary”. Each determinant is measured on a scientifically validated scale, normalised between 0 and 100, then weighted.

Step 01

Collection

Validated questionnaires (Ricci-Gagnon, AUDIT, Fagerström, SPS-10…), public country-level data (OECD, INSEE, FSO), and behavioural data from the companion app for Selinoa members.

Step 02

Normalisation

Each determinant is brought onto a 0 to 100 scale, through a sigmoid or linear transformation depending on the nature of the data, calibrated on international references.

Step 03

Weighting

Each category carries an initial weight (15 / 10 / 15 / 45 / 15) based on mortality attribution studies (Dever, McGinnis/Foege). If a determinant is missing, the weighting redistributes automatically.

A concrete example

Three months of trajectory.

Camille, 42, a Selinoa Essential member since October. Her global score moved from 66 to 74 in three months — not by magic, but because the “Behaviour” category was worked on with her care manager, sleep and physical activity in particular.

The conversation that changed everything: at the third monthly consultation, her sleep score had dropped by 12 points. The doctor asked a question he would not otherwise have asked. The next day, Camille started a guided meditation cycle with the programme, and her evening alcohol intake fell without ever being addressed head-on.

Camille's trajectory
Global score · last 3 months
+8
100 80 60 40 Oct Nov Dec Jan 66 74
Monthly global score Anonymised · representative example
How your doctor uses it

A score in service of the consultation.

The Continuum Score replaces neither your doctor nor your care manager. It gives them a shared, measurable language, and vigilance between appointments.

  1. Day 0

    Baseline when you join Selinoa

    You complete the questionnaires (30–45 min). The initial score is calculated and presented with your strengths and your points of attention. A targeted action plan is built together with your care manager.

  2. Monthly

    Light re-scoring, ten minutes

    Each month you answer 3–4 short targeted questionnaires. Wearable data syncs automatically (Withings, Apple Health, Oura if you use them). The score updates category by category.

  3. On drift

    A discreet alert to the doctor

    If a score drops significantly, your doctor receives an asynchronous notification through HIN (secure medical messaging). They can decide to reach out proactively or to wait for the next consultation with one more point of attention.

  4. Visit

    The score as a frame for discussion

    During the consultation, the doctor opens your trajectory. They see what changed, what improved, what worries them. The conversation starts already informed. The clinical judgement remains theirs.

Your data

It belongs to you.

100% Swiss hosting

Your data stays in Switzerland, on infrastructure meeting Swiss security standards (nFADP 2023). It never leaves the country.

Explicit consent

Nothing is computed without your written agreement. You can request an export or a deletion of your data at any time, without having to justify it.

Medical confidentiality preserved

Only your doctor and the care manager you have accepted can see your score and its components. No third party, no insurer, no employer can access it — even at your request, the export belongs to you alone.

The score is not a diagnosis

It is a tool supporting medical vigilance, never a substitute for clinical judgement. No medical decision is ever taken automatically from the score.

Scientific references

A defensible framework.

The Continuum Score builds on scientifically validated, published and internationally referenced methodologies and scales. No improvised innovation.

  • Dahlgren & Whitehead (1991) Rainbow model of the social determinants of health — the founding theoretical framework, referenced by the WHO.
  • INSPQ — Institut national de santé publique du Québec Structure of the 5 major families of determinants — North American methodological reference.
  • WHO — World Health Statistics 2024 Validation of the relative weights between categories and prioritisation of sub-determinants.
  • Ricci & Gagnon (Université de Montréal) Self-administered fitness questionnaire — a validated tool for physical activity.
  • Saunders et al. — AUDIT test (WHO, 1993) Alcohol Use Disorders Identification Test — the reference for alcohol consumption.
  • Heatherton et al. — Fagerström (1991) Nicotine dependence test — the reference for tobacco consumption.
  • Cutrona & Russell — SPS-10 (1987) Social Provisions Scale — a validated measure of social support.
  • Cramer et al. — MPR (Value in Health, 2008) Medication Possession Ratio — an indirect measure of treatment adherence.
  • Felitti et al. — ACE study (1998) Adverse Childhood Experiences — the framework for the impact of adverse childhood events.
  • OECD — Health at a Glance 2023 Reference data for physician density and health system indicators by country.
Live the experience

The score makes sense
when it lives with you.

The Continuum Score comes fully to life inside the Selinoa programme, where your care manager and your doctor read it every month. See how it fits into your health journey.

Discover Selinoa