Is this score proof that the event worked?

No. The score reflects visible public agenda and source evidence. Causal proof requires stronger baseline, comparison, follow-up, and attribution evidence.

What is the primary evidence for this record?

https://pulmonologyconference.com/program/scientific-sessions/digital-ai-augmented-respiratory-care

Atlas/Events/Scientific Sessions - 11. Digital &...

academic research science agenda agenda analysis

Scientific Sessions - 11. Digital & AI-Augmented Respiratory Care

This academic research science agenda in Academic / Research / Science shows 79 visible agenda rows from pulmonologyconference.com and scores 30/100: a thin but inspectable design signal. The clearest public signals sit in Problem Specificity and Learning Transfer; the main limits are Follow Through and Network Design. Visible mechanisms include Participant work, Network design, and Learning transfer. The public record does not show follow-up or tracking, so the score should be read as design intent rather than... A practical reading: For a reader, this is mainly a warning or source-evidence record: it reads as an academic research science agenda, with the strongest visible signal in problem specificity and learning transfer and the biggest open question around follow through and network design. The practical test is whether the published agenda connects the room to post-event continuation and evidence. This page is an original public-evidence analysis, not a copy of the source agenda or an endorsement of the event. The score places the visible agenda in the thin outcome architecture band. The strongest visible pillars are Problem Specificity, Learning Transfer, and Future-of-Work Fit; the thinnest visible pillars are Follow Through, Network Design, and Personalization. Visible mechanisms include Participant work, Network design, and Learning transfer. The extracted agenda preview includes 79 visible rows. The most common formats are Unknown, Workshop, and Presentation; the most common inferred purposes are Unknown, Co Creation, and Knowledge Transfer.

Primary source evidence: pulmonologyconference.com ↗

Eight-pillar fingerprint

Hover any pillar to see what it measures and, where it scored low, what the agenda is missing.

Participation Architecture?30

Participation Architecture - 30/100. Participant work, contribution, interaction, and alternatives to passive broadcast.

Follow Through?5

Follow Through - 5/100. Owners, dates, commitments, progress checks, and accountability after the room.Missing: Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.

Problem Specificity?43

Problem Specificity - 43/100. A clear costly problem, objective, decision, or performance target.

Personalization?29

Personalization - 29/100. Role, path, goal, preparation, or connection tailoring for participants.Missing: Create role-based paths, prepared questions, tailored breakouts, or participant-specific next steps.

Network Design?20

Network Design - 20/100. Structured weak ties, bridge-building, mixers, and relationship persistence.Missing: Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.

Learning Transfer?37

Learning Transfer - 37/100. Applied practice, feedback, workplace use, refreshers, and 30-90 day transfer.

Evidence Maturity?31

Evidence Maturity - 31/100. Baseline, comparison, follow-up, isolation, and attribution confidence.

Future-of-Work Fit?32

Future-of-Work Fit - 32/100. Value against time, hybrid reality, accessibility, AI, and meeting load.

Fix the gaps

Field-tested exercises matched to this agenda's weakest pillars, from the exercise library.

Follow Through (5/100)

Exercises that strengthen it: Mental Toughness Workshop • WorkshopBank · 15% Solutions • WorkshopBank · Network Patches

Network Design (20/100)

Exercises that strengthen it: Fun Trust-Building Group Game for Team Connection - Izzat... · Exciting Group Trust Activity for Building Confidence... · PFP: September 2005

Personalization (29/100)

Exercises that strengthen it: Journey Mapping • WorkshopBank · Group Energiser & Perspective-Changing Exercise - Paradigm... · Photo Storytelling

Agenda Preview

The actual agenda we captured. Every block is classified by format and purpose. Open any block to see how we read it; the colored edge shows whether it is participant work, broadcast, logistics, or a showcase.

Room vs wrapper

5 percent of the 79 classified blocks put participants to work; the rest broadcast, show, or handle logistics. That mix is what drives the participation score.

Participant workBroadcastShowcaseLogistics

all eventScientific SessionsPresentationKnowledge Transfer+

Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.

Evidence basisMediumRead from source

all eventScientific ProgramUnknownUnknown+