QuantumLearning Machines

Director Evidence Dashboard

Clinical Optometry Competency Program · 4 Scored DimensionsIllustrative cohort data

Instrument Summary

Calibrated items52
Scored framework4 dimensions — findings, communication, referral, conclusions
Misconception tags tracked6 (OPT-01 through OPT-06)
Audit methodPreregistered synthetic-respondent preflight
Evidence classProvisional
PapersPublic, under journal review

Provisional means preflight, not validation — the class flips on real-cohort data. All numbers below are illustrative until the evidence class is promoted.

Cohort by Scored DimensionIllustrative data

DimensionAccuracyFlagsTrend
What you found78%6
What you told the patient83%3
When you referred64%12
What you concluded71%8

Flag threshold: students scoring below 70% on the dimension across completed scenarios. Trend computed over a rolling 3-scenario window.

Misconception Registry — OPT TagsIllustrative data

TagLabelConfrontedResolvedActive

Confrontation rate = % of cohort who met this trap in at least one scenario. Resolution rate = % who corrected after confrontation. Active = students still holding. Click a row to see the canonical definition.

Per-Student Evidence GridIllustrative data

Student A S-101
Module score (52 items)82%
Items completed52/52
Scenarios completed15/15
Misconceptions confrontedOPT-01, OPT-04
Misconceptions resolvedOPT-01
On Track
Student B S-102
Module score (52 items)74%
Items completed52/52
Scenarios completed14/15
Misconceptions confrontedOPT-01, OPT-03, OPT-06
Misconceptions resolvedOPT-03
Flagged
Student C S-103
Module score (52 items)89%
Items completed52/52
Scenarios completed15/15
Misconceptions confrontedOPT-02
Misconceptions resolvedOPT-02
On Track
Student D S-104
Module score (52 items)61%
Items completed46/52
Scenarios completed12/15
Misconceptions confrontedOPT-01, OPT-04, OPT-05, OPT-06
Misconceptions resolvedOPT-05
At Risk
Student E S-105
Module score (52 items)80%
Items completed52/52
Scenarios completed15/15
Misconceptions confrontedOPT-03, OPT-04
Misconceptions resolvedOPT-03, OPT-04
On Track
Student F S-106
Module score (52 items)66%
Items completed50/52
Scenarios completed13/15
Misconceptions confrontedOPT-01, OPT-02, OPT-06
Misconceptions resolvedOPT-02
Flagged
Student G S-107
Module score (52 items)86%
Items completed52/52
Scenarios completed15/15
Misconceptions confrontedOPT-04
Misconceptions resolvedOPT-04
On Track
Student H S-108
Module score (52 items)57%
Items completed42/52
Scenarios completed10/15
Misconceptions confrontedOPT-01, OPT-03, OPT-04, OPT-05, OPT-06
Misconceptions resolvedOPT-01
At Risk

Status thresholds — On Track: module score ≥ 75% and no more than 1 unresolved misconception. Flagged: score 65-74% or 2 unresolved. At Risk: score < 65% or 3+ unresolved.

Hash Chain Audit

genesis 19e99ad7 head 03a85d2e links 8 student chains algorithm djb2 (world-trace/1 schema) status 21 confrontation events, 9 resolution events

Every student decision writes a hash-chained trace event. The chain is recomputable by any auditor — not a log after the fact, but a signed record at the moment of commitment. Verify integrity from the expert route or the audit API.

Credential Status

Certificate in Clinical Optometry Competency

The certificate will state: “This certifies that [name] has demonstrated the competencies below, as evidenced by committed decisions in scored scenarios across 13 psychometric modules and 15 clinical scenarios, audited by hash-chained trace.”

Supplement language: “This certificate supplements a Doctor of Optometry program. It is not a license. The instrument uses 52 calibrated items scored across four dimensions: what you found, what you told the patient, when you referred, and what you concluded. Evidence class at issuance: provisional — preflight, not validation. The class flips only on real-cohort data.”

This is an education dashboard. It contains no clinical advice. All data shown is illustrative until the evidence class is promoted on real-cohort data.