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Wood pulp & paper · General methods

Fluorescent reference standards and controlled UV illumination

Paper brightness measurement. Report built on the official document(s) shown below: record the method, quality controls, method-specific findings and result. Validate the method in your own laboratory and follow local regulations.

Guideline: Official basis: ISO 2470-1 (Diffuse blue reflectance factor - indoor daylight, ISO brightness); ISO 2470-2 (D65 brightness). ISO 2470-1:2016 concerns diffuse blue reflectance under specified illumination. It is an optical measurement, not direct chemical identification of every whitening agent.

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Wood pulp & paper · General methods

Fluorescent reference standards and controlled UV illumination

OfficialISO 2470-1ISO 2470-2

Official basis: ISO 2470-1 (Diffuse blue reflectance factor - indoor daylight, ISO brightness); ISO 2470-2 (D65 brightness). ISO 2470-1:2016 concerns diffuse blue reflectance under specified illumination. It is an optical measurement, not direct chemical identification of every whitening agent.

Not yet reportedReagents & materials

Speak patient details or findings, e.g. "patient name Ravi Kumar, age 45, mobile 98765 43210, qc: traceable white/fluorescent standards not run". Or tap the small mic beside any box to fill only that box, then tap the next box's mic. Your browser asks for the microphone only once. Sign in as lab staff for AI understanding; here simple word matching is used.

Fill from microscope photo

Hold the phone camera to the eyepiece, use a microscope camera, or upload an image. AI suggests findings; nothing is filled until you tick and accept. Photograph only the smear - no patient labels.

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Sample & client details

Method & quality control

QC: Traceable white/fluorescent standards
QC: instrument linearity/background checks
QC: retained reference paper

ISO brightness / fluorescence (ISO 2470-1 / -2)

Meets grade specification

Observations

Staining / test quality

Result

AI differential interpretation

Use AI interpretation in the lab workspace (staff sign-in)

Reads the findings you typed, spoke or filled from microscope photos. Decision support only - the verifying pathologist / microbiologist decides.

Impression / Conclusion

Finished reviewing the findings?

Smear Camera — teach STAINIC to read UV Brightness Standards

Snap the smear, film or microscope field with your phone camera, or upload a microscope camera image. Photos help STAINIC learn stain patterns so it can suggest findings in future.

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Each photo (1-12 MB) is uploaded over your internet connection. On mobile data this uses your data plan and may incur charges; prefer Wi-Fi for many photos.

How AI will use photos

Photos are kept in a separate STAINIC image library (not your storage quota) to build future recognition models. When you tap "Suggest findings", the photo is also sent to an AI model, over the internet, which proposes values; nothing is filled until you tick and accept them.

Disclaimer

Photograph only the smear / film / field — never patient names, labels, faces or documents. Photos are not linked to any patient. AI suggestions are decision-support only and must always be verified by a qualified pathologist; they are not a diagnosis or treatment advice.

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Patient, client and sample data entered in demo pages stays in your browser and is never stored. Data saved in the signed-in workspace is kept in your laboratory's secured database, visible only to approved staff of that organisation by role; researchers see anonymised records only. The microphone is never on in the background: a box mic switches on only when you tap it, shows a red 'Listening' badge and turns itself off within 12 seconds; hands-free Voice Commands stay on only while their red switch is on and turn off after 30 seconds of silence. Speech is converted to text by your phone or browser's speech service; for signed-in staff, when that is unclear, the short clip for that one box is sent to an AI speech model to be understood and is not stored by STAINIC. Microscope photos sent for AI suggestions must show only the smear or specimen, never patient or client identifiers. Supplier link clicks are counted by country only, without personal details. We do not sell or share personal data.

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Guideline content, scores, pattern hints, auto-drafted impressions and AI suggestions from voice or microscope photos are decision-support and educational aids. They can be wrong and do not replace the professional judgement of a qualified pathologist, microbiologist, veterinarian, analyst or examiner, who must review and sign every report.

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Standards & References

Each industry (non-human) method form shows an 'Official' badge with the document it follows (e.g. ISO, ASTM, OECD, ISTA, WOAH, EPPO, pharmacopoeias, EU regulations) or a 'Best practice' badge with a caution where no single official procedure was found. STAINIC summarises the reporting elements only; it does not reproduce, replace or certify compliance with those documents. Always use the current edition, the manufacturer's instructions for use and your validated SOP, and check local regulatory limits.

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Stain grading follows published standards (CLSI, WHO, NTEP, ICSH, Bethesda, CAP, ISO, ASTM, OECD and others) that remain the property of their authors and publishers. OCR is approximate and must be checked. Provided "as is" without warranty; liability is limited to the extent permitted by law.

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