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No clinical study establishes these crop-mask percentage thresholds. Fit and freeze disease-specific cutoffs against independent veterinary reference grades before clinical use.","references":[]}},"evidence_sha256":"c99436e54cbdb72fe99a80eea97b6e70ac5ba0631a4f2fb422f07753bcf2aa8f"},{"id":"12da41e17baab2402e47","inherited_label":"mastitis","split":"test","source_filename":"wet-teat6-400x284_jpg.rf.6513f994853f92c3abe9667b70a42427.jpg","source_sha256":"fbb1809050de53c2dd4218ea03d3eec5e096fbb6cfa0990a8e176b0366d3ab62","image_size":[640,640],"lineage":"wet-teat6-400x284_jpg","source":{"id":"12da41e17baab2402e47","split":"test","candidates":[{"source_id":"kirubel_cow_mastitis_v18","source_split":"test","image_sha256_matches":true,"annotations_and_mapping_match":true,"original_labels":["Mastitis_infected_udder"]}],"provenance_status":"unique_export_match","resolved_original_labels":["Mastitis_infected_udder"],"semantic_flags":["disease_or_symptom_label_requires_review"],"clinical_label_reviewed":false,"independent":false},"independent":false,"reference_label_status":"inherited_not_clinically_verified","assets":{"original":"assets/12da41e17baab2402e47-original.jpg","detection":"assets/12da41e17baab2402e47-detection.jpg"},"models":{"detector":{"status":"completed","detections":[]},"classifier":{"status":"skipped_no_roi"},"segmenter":{"status":"skipped_no_roi"}},"review_status":"pending","clinical_use_validated":false,"evidence_sha256":"e081b9e35e6bbff441d6837a7681d4018d29d3157fcf9418fcd2304cc92f376d"}],"ai_review":{"review_date":"2026-10-16","reviewer":"Codex (AI assistant)","reviewer_type":"ai_assistant","veterinarian":false,"clinical_approval":false,"samples_sha256":"79d05584117cf7e5c571b5d29026c693d18d882ac44cbbd3b084456eeed70da0","scope":"Unblinded image-output plausibility review after direct inspection of all 48 original/crop/mask triplets; not veterinary diagnosis, lesion annotation or clinical validation.","references":[{"id":"woah_fmd","title":"WOAH: Foot and mouth disease","url":"https://www.woah.org/en/disease/foot-and-mouth-disease/"},{"id":"woah_lsd","title":"WOAH: Lumpy Skin Disease","url":"https://www.woah.org/en/disease/lumpy-skin-disease/"},{"id":"mastitis_idf","title":"Krebs et al. 2023: Severity of Clinical Mastitis and Bacterial Shedding","url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10537990/"}],"samples":[{"sample_id":"7d8356de2109987328ec","evidence_sha256":"13faaa1e119cf029e7d3a940d78170444b133ae0986bf874828ffe991e138536","outcome":"concern","summary":"Recumbent black-and-white cow; selected crop omits part of the extended limb. The mask fills much of the visible animal rather than isolating a visible lesion.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":[],"clinical_use_validated":false},{"sample_id":"643b886b672ead2755d0","evidence_sha256":"50cc6157e261358256e32bfdc72fbd3540bc5f17762453bfdef1dd7826fbe715","outcome":"concern","summary":"Standing black-and-white cow in a yard. The crop contains the animal, while the mask follows broad body, neck and leg regions; no lesion-specific reference is available.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":[],"clinical_use_validated":false},{"sample_id":"d06060ef9def9934d0d7","evidence_sha256":"28dcbb932c3a5aa890a9918a1606956c92de66516f4dbf876c4971ee22bb3652","outcome":"concern","summary":"Standing cow beside a railing in a low-detail image. The mask covers large coat patches and adjacent animal portions rather than distinct lesion candidates.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":[],"clinical_use_validated":false},{"sample_id":"718e29df66b26f0e196f","evidence_sha256":"a37e08f5f4eddf027729fc2ad4fdfa95761b94d609cc30ac3e568f2628cd3cbc","outcome":"concern","summary":"Standing light-coloured bovine in a watermarked photograph. The mask largely follows the full body silhouette; a cattle label does not verify health.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":[],"clinical_use_validated":false},{"sample_id":"c9b9fdc4bd7208d5ca3b","evidence_sha256":"93385ed0a4d293eb8e26698743c618268009fdb5f1e9de65d6dce959141662ca","outcome":"concern","summary":"Close-up of an udder with a stock watermark. ViT predicts mastitis although the inherited label is cattle. The mask fills the udder; appearance alone does not resolve the label conflict.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction disagrees with the inherited source label. Neither the label nor the classifier establishes a clinical reference diagnosis.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":false,"reference_ids":[],"clinical_use_validated":false},{"sample_id":"002a2e8ea865415e20d3","evidence_sha256":"50ad0e0f2edb6e8211edd1ef3e2c0997d598ffa17ad7eb5cc2831160e71e3c43","outcome":"concern","summary":"Distant bovine photographed at night. The selected crop is low-detail and the mask follows its silhouette; high classifier confidence does not recover missing clinical detail.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":[],"clinical_use_validated":false},{"sample_id":"8062c92e38280e967519","evidence_sha256":"b0d5ae9db1d02316f5b02cb59e201310970406d75ef3521325873b8fb3d6401a","outcome":"concern","summary":"Recumbent bovine in a yard. The mask covers broad torso and limb areas; the image does not supply a clinical examination or lesion boundaries.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":[],"clinical_use_validated":false},{"sample_id":"d4c807d9ed4bd2193ba6","evidence_sha256":"5c7a226c2e5e135f3f74fd403e5e3ffa5564cc0b78be98a9cdc5ba572b31f8d2","outcome":"concern","summary":"Blurred standing bovine. Broad body and leg regions are marked, with some anatomy omitted; visible detail is insufficient to verify health or lesion extent.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":[],"clinical_use_validated":false},{"sample_id":"802bf1054c9feb862c49","evidence_sha256":"a8e4ea80ead05a23cf775ac1aceb0ae62de84581dd1226aae2f10c628f4d312b","outcome":"unassessable","summary":"Close-up frontal bovine face at water. YOLO returns no region, so classification and segmentation were skipped. This is a retained pipeline failure, not a negative disease result.","observations":{"detector":"No detection was returned. The downstream models were correctly left skipped; this does not establish disease absence.","classifier":"Not assessable: no ROI was detected, so classification was not run.","segmenter":"Not assessable: segmentation was skipped after no ROI was detected."},"inherited_label_agreement":null,"reference_ids":[],"clinical_use_validated":false},{"sample_id":"bc368dc342fe13bd1e5f","evidence_sha256":"03ff627284ef71683590a5e708611c729d3939eded66e5df3636ce45df593c69","outcome":"concern","summary":"Several cattle are lined up in a group. The selected crop contains overlapping animals; the mask includes broad portions of more than one animal, complicating attribution.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":[],"clinical_use_validated":false},{"sample_id":"9aa920de04db4bb3958d","evidence_sha256":"73b67bd8e50db0ddbb130d28ddedee6753713ca58a6b93c61fdc9a0d5f30a942","outcome":"concern","summary":"Standing cow by a railing, visually similar to other control images in this pack. The broad body mask is not a verified lesion mask; animal independence is unknown.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":[],"clinical_use_validated":false},{"sample_id":"80be9ee74ca59f4cb8ee","evidence_sha256":"a879163f36b4ce6faaa14f8c99cac3bb6d215747ca095890020e84c49fe3ffb6","outcome":"concern","summary":"Standing dark cow with a foreground post. The mask follows the body silhouette and legs; a whole-body photo cannot establish clinical health.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":[],"clinical_use_validated":false},{"sample_id":"53b18e42dbb0dfa238c3","evidence_sha256":"fad6f36af52105226613d3e2055007218ed301b416a0d793363040c2396b85c7","outcome":"concern","summary":"Rotated close-up of a bovine head with black image borders. The FMD prediction matches the inherited label, but no clear diagnostic vesicle boundary is established; the mask covers much of the head.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_fmd"],"clinical_use_validated":false},{"sample_id":"64b62d180990122fc47f","evidence_sha256":"82d53b5373de7d10d0550c6e76af8ae046eeecb5032c9a606ddf3f4e02aac372","outcome":"concern","summary":"Frontal head close-up. The broad face and ears are masked rather than a specific lesion. The image does not include a detailed intraoral or foot examination.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_fmd"],"clinical_use_validated":false},{"sample_id":"fff906e758c4207d7f63","evidence_sha256":"2e84e98ce58f27454b85449a7e9d3dd045e4c64a350e97bbb0ba4c971a52aa22","outcome":"concern","summary":"Rotated head photograph. The mask extends over the face and ears and some surrounding regions; a classifier label alone cannot confirm FMD.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_fmd"],"clinical_use_validated":false},{"sample_id":"ca47b9b4168d1c1913e2","evidence_sha256":"3ab964cef96288fe7e5b059f12d3bdfb70c06b586d1151210204553fbd111d0d","outcome":"concern","summary":"Rotated brown bovine head. The mask follows the face and ear; no reliable lesion contour can be verified from this displayed view.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_fmd"],"clinical_use_validated":false},{"sample_id":"d6f1b7716c77187d0c11","evidence_sha256":"a7107668f2df0baeada450978183d6269b47c9963199510c5e7cab9e1eae0b87","outcome":"concern","summary":"Rotated restrained bovine head. Broad face regions and part of the restraint area are highlighted; mask area is not measured vesicle extent.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_fmd"],"clinical_use_validated":false},{"sample_id":"6ce77c6c76578a060543","evidence_sha256":"f3c39dd0ad515f49e95fece1d042037422a3bf169ee390df0a5f4ed017c53c02","outcome":"concern","summary":"Frontal muzzle close-up. The mask fills most of the muzzle, without separating a specific visible lesion candidate from ordinary anatomy.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_fmd"],"clinical_use_validated":false},{"sample_id":"6ac3e519d6908408a8fb","evidence_sha256":"7a5ca36c0331930198f7e574590460f9b5ca4d4979a49bd4241de8aeb046e62f","outcome":"concern","summary":"Strongly rotated, letterboxed whole-animal photograph. Black padding dominates the frame and the mask outlines the animal; this is poor evidence for an FMD lesion-area grade.","observations":{"detector":"The region includes large rotated/letterboxed areas; the framing and possible repeated source image need review.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_fmd"],"clinical_use_validated":false},{"sample_id":"ffce0c75cdbaf718283c","evidence_sha256":"193c183f19ecbfa4c575d73b3dcc28e7aa29045e6b356df595544e76b6216b2b","outcome":"concern","summary":"A rotated whole-animal view appears visually related to sample 19. The mask follows the body; possible image reuse should be reviewed before claiming independent cases.","observations":{"detector":"The region includes large rotated/letterboxed areas; the framing and possible repeated source image need review.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_fmd"],"clinical_use_validated":false},{"sample_id":"1327683dd00b4f4cf00f","evidence_sha256":"f5303ab2cb806314f47e2b25c039b81c3a363e78f0d6921a370f896d196e7d2d","outcome":"concern","summary":"Rotated head-and-muzzle view. The mask covers large facial regions and ears rather than individually established vesicles.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_fmd"],"clinical_use_validated":false},{"sample_id":"e96203409cc7ca86dc86","evidence_sha256":"9ea9b345f9db2c62373a211c4505961a82b685deac17126d9977d2047cf50682","outcome":"concern","summary":"Rotated close-up of a dark bovine face. The mask extends across most of the head; source-label agreement is not independent confirmation.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_fmd"],"clinical_use_validated":false},{"sample_id":"f6894c2302eddcc560df","evidence_sha256":"27b88a7815b1818b18c536c202defe6a87c7c65e664ec07748c7e01437f7a1dd","outcome":"concern","summary":"Frontal muzzle view appears visually related to sample 18. The mask covers broad muzzle anatomy, and the photograph does not establish infection.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_fmd"],"clinical_use_validated":false},{"sample_id":"88c8e08ada7386c00c94","evidence_sha256":"aa6c172278fb258c816b8e20f46201fb4d51f10e9b6bafd56fdd7cd102576561","outcome":"concern","summary":"Rotated close-up head portrait appears visually related to sample 13. The mask covers the face and head; apparent source-image reuse limits independence claims.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_fmd"],"clinical_use_validated":false},{"sample_id":"3cae3a480002e96dee7d","evidence_sha256":"6e240101c366ce8cbd4ae96cadbda8238710df9597a5b6d6d9d6728e01290ef6","outcome":"concern","summary":"A collage of cattle images; the detector selects one animal with conspicuous irregular skin texture. The LSD label is visually plausible as a research hypothesis, but the mask fills most of the animal.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_lsd"],"clinical_use_validated":false},{"sample_id":"3adc68aa32b01d8125a0","evidence_sha256":"83de99e7eb37c580defe5d884cee78950891272431dfd6dc68e7a5844756d59d","outcome":"concern","summary":"Watermarked standing brown bovine with people nearby. The mask largely follows torso and legs; lesion-specific coverage cannot be verified from that silhouette.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_lsd"],"clinical_use_validated":false},{"sample_id":"abc82742f54a618926d3","evidence_sha256":"e318c6188e4244dbefd3476bc7374a837ce7f8d395e3a266a48479a29316fcba","outcome":"concern","summary":"A differential-diagnosis slide contains separate LSD and PLSD panels. The selected crop is the right-hand panel under PLSD, creating a source-label concern for the LSD prediction.","observations":{"detector":"The selected region is the right-hand PLSD comparison panel in a teaching slide; the inherited LSD case label requires source review.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_lsd"],"clinical_use_validated":false},{"sample_id":"084a16d375c7def150cd","evidence_sha256":"93b7fb0124ce7492d72a3937fd4cc541f33c38156b1ab1cfc327c027b16b7df9","outcome":"concern","summary":"A lower limb/hoof region has an obvious focal wound-like area. ViT predicts cattle/healthy despite an inherited LSD label. The mask covers broad leg regions rather than isolating the focal abnormality.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction disagrees with the inherited source label. Neither the label nor the classifier establishes a clinical reference diagnosis.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":false,"reference_ids":["woah_lsd"],"clinical_use_validated":false},{"sample_id":"b55856490a64a22cf08c","evidence_sha256":"409d8c5a25ef008d9e55200356dcbd7494bea59f13fb7fe4f4a669254ff89986","outcome":"concern","summary":"Stock photograph of a brown animal with multiple visible skin bumps. The prediction is compatible with the image label, but the mask paints most of the torso rather than separate bumps.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_lsd"],"clinical_use_validated":false},{"sample_id":"0d7ae26f299cd55eed53","evidence_sha256":"a29f1e3f27bc0c6bc37672bfa52bba8343a0b8f4a49edb850c7de0f9ebaabe55","outcome":"concern","summary":"Dark bovine in vegetation with scattered visible skin irregularities. The mask follows nearly the whole animal; systemic illness and lesion-specific boundaries remain unassessed.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_lsd"],"clinical_use_validated":false},{"sample_id":"4f29459b1c003375d27f","evidence_sha256":"61f40d13294b0b3c5fac9052ee29c463aa08b5d0af78910c7d83232697c9b10a","outcome":"concern","summary":"Close-up of the neck/dewlap and adjacent skin. The mask fills broad skin surfaces; local texture alone does not confirm the cause or whole-animal severity.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_lsd"],"clinical_use_validated":false},{"sample_id":"d0df514912d9c833b90b","evidence_sha256":"b11c8e88ba3bb1da6bb608893db4732115ca6ab170fd639c559aa72b84c1b393","outcome":"concern","summary":"Watermarked whole-animal photograph with visible skin irregularities. The mask follows the body and legs; background framing influences the reported area fraction.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_lsd"],"clinical_use_validated":false},{"sample_id":"95b26775c3d6e3a2c9cb","evidence_sha256":"7cbc43fa4bc5ecf29af114f3d43316998a0653bd61af58a7380d54b5058a94f6","outcome":"concern","summary":"Low-detail black-and-white image with extensive irregular skin texture. The mask covers broad torso regions instead of individual lesion candidates.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_lsd"],"clinical_use_validated":false},{"sample_id":"91f5eaa5bf4f1c28092e","evidence_sha256":"1fe9757e0e5927bcba8d2e10fc3011e5ba255934775902b00f662a46d43dba13","outcome":"concern","summary":"Highly processed black-and-white whole-animal image. The crop and mask are affected by strong texture/contrast; this limits interpretation of disease-specific lesion coverage.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_lsd"],"clinical_use_validated":false},{"sample_id":"b89039238c847e420e9b","evidence_sha256":"1d8cad21761c829f5df137b081a89e7ea9581260bfa5430c655d32f081dc9992","outcome":"concern","summary":"A black-and-white cow with people nearby is labelled LSD in the dataset, while ViT predicts cattle/healthy. No clear nodules are established in this view; the disagreement requires reference-label review.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction disagrees with the inherited source label. Neither the label nor the classifier establishes a clinical reference diagnosis.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":false,"reference_ids":["woah_lsd"],"clinical_use_validated":false},{"sample_id":"df8d20356f8ac57922b4","evidence_sha256":"507693ea286b15ac41d3cfd7039cd95a137178fbe05112af1fc6773b346f6f1b","outcome":"concern","summary":"Strongly processed close-up with extensive mottled texture. The mask covers most of the crop; its very large area is not independently verified lesion involvement.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["woah_lsd"],"clinical_use_validated":false},{"sample_id":"88e021998f26c48407ab","evidence_sha256":"26f822e9677e9cd1690a6cf43462433781c2ba1e67682338a41e8c3eabd88d94","outcome":"concern","summary":"Udder/teat region with a conspicuous dark discoloured patch. The crop localizes that region, but low classifier confidence and a broad mask limit disease and extent interpretation.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["mastitis_idf"],"clinical_use_validated":false},{"sample_id":"b466a8ad57c240470eb8","evidence_sha256":"139b1b0761866126f21cc733878a0b5e380db66378f6bf660806e298228d66a0","outcome":"concern","summary":"Close-up of a teat tip with red and yellow discolouration. The mask covers the teat and adjacent skin rather than a narrow visible abnormality; clinical cause is unverified.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["mastitis_idf"],"clinical_use_validated":false},{"sample_id":"4b99e6b9b5e2378125a4","evidence_sha256":"ed5cdf01528853eb65a0ff8136799e773e9a535ff8e615ebb7696a8f4a6c0d0c","outcome":"concern","summary":"A focal dark mark is visible at a teat tip held in a gloved hand. The mask covers much of the teat and extends beyond the focal mark; clinical mastitis cannot be confirmed from this alone.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["mastitis_idf"],"clinical_use_validated":false},{"sample_id":"124be90f32e2c5f7b545","evidence_sha256":"2c95e0bf0264561b6cc856b9cf0b21a9185a6d48ba70af103af4ecb3af5201e5","outcome":"concern","summary":"A teat is held in gloved fingers without a clearly bounded focal lesion visible at this scale. The mask broadly covers teat anatomy; source mastitis label remains unverified.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["mastitis_idf"],"clinical_use_validated":false},{"sample_id":"db63d61f2e94c67dd46d","evidence_sha256":"1ef69288c81b57f08194f89a4eb5ebc035746caa806978276a08e3ee836df78c","outcome":"concern","summary":"Close-up of a teat opening with green material or colouring. The mask fills almost the entire skin surface; the material and its clinical significance cannot be determined from the image.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["mastitis_idf"],"clinical_use_validated":false},{"sample_id":"cf344e8b1a0392187b88","evidence_sha256":"76c51c20f3ed6bb61c1bb98fba7b00f4b650af9ba606c1982c7ef78ab74611f1","outcome":"concern","summary":"Watermarked image of a full udder. YOLO uses a cattle label while ViT predicts mastitis; the mask covers the udder broadly. No milk or systemic findings are supplied.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["mastitis_idf"],"clinical_use_validated":false},{"sample_id":"da857a60bfcb390842ae","evidence_sha256":"c31d0b060865f06207f674ceefbd2b45c861b564961d8f2547a9cd17c87a43ce","outcome":"concern","summary":"A dark cylindrical close-up has an uncertain anatomical/collection context. The model and inherited label say mastitis, but the image does not establish milk findings or a verifiable lesion boundary.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["mastitis_idf"],"clinical_use_validated":false},{"sample_id":"af05dcfc1b44d2654d59","evidence_sha256":"92b586faf3a13dbc5235f609e0733e6803774c2cadb34639c321e9a8ae80b298","outcome":"concern","summary":"Watermarked udder close-up with visible colour variation. The mask covers most of the udder; a general udder outline is not validated inflammation or mastitis extent.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["mastitis_idf"],"clinical_use_validated":false},{"sample_id":"84695714fc5668f2ed45","evidence_sha256":"a5809d44c53ab9d90712465840ce47d4691fcf9bb8eb327228bcbb89f566df90","outcome":"concern","summary":"Teat/udder skin shows local colour change near its base. The mask covers broad teat and surrounding skin regions rather than isolating a bounded abnormality.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["mastitis_idf"],"clinical_use_validated":false},{"sample_id":"4b18ffd827b0f5e90c6d","evidence_sha256":"9c91a600e5e6399c6d8b87c09696ae34d8617cab1f3ffe76e84192dd12729cf1","outcome":"concern","summary":"Close-up of a teat tip with a small dark focal mark. The mask fills most of the teat, far beyond the visible mark; coverage should not be treated as clinical severity.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction matches the inherited source label; this is label agreement, not confirmation of disease or health.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":true,"reference_ids":["mastitis_idf"],"clinical_use_validated":false},{"sample_id":"ea727fa100c75e13e453","evidence_sha256":"c99436e54cbdb72fe99a80eea97b6e70ac5ba0631a4f2fb422f07753bcf2aa8f","outcome":"concern","summary":"Large visibly discoloured and wound-like tissue region. ViT weakly predicts LSD rather than the inherited mastitis label; neither diagnosis is confirmed and the broad mask lacks a reviewed reference.","observations":{"detector":"The selected region contains the visible subject/anatomical area; localization plausibility is an AI judgment, not an IoU or clinical validation result.","classifier":"Prediction disagrees with the inherited source label. Neither the label nor the classifier establishes a clinical reference diagnosis.","segmenter":"The displayed overlay covers broad anatomical surfaces. It does not isolate independently verified lesion boundaries; no reviewed ground-truth lesion mask is available."},"inherited_label_agreement":false,"reference_ids":["mastitis_idf"],"clinical_use_validated":false},{"sample_id":"12da41e17baab2402e47","evidence_sha256":"e081b9e35e6bbff441d6837a7681d4018d29d3157fcf9418fcd2304cc92f376d","outcome":"unassessable","summary":"Dark close-up with a teat/cup-like context is not localized by YOLO. Classification and segmentation were skipped, so no downstream output can be reviewed or accepted.","observations":{"detector":"No detection was returned. The downstream models were correctly left skipped; this does not establish disease absence.","classifier":"Not assessable: no ROI was detected, so classification was not run.","segmenter":"Not assessable: segmentation was skipped after no ROI was detected."},"inherited_label_agreement":null,"reference_ids":["mastitis_idf"],"clinical_use_validated":false}]},"review_history":[{"sample_id":"7d8356de2109987328ec","evidence_sha256":"13faaa1e119cf029e7d3a940d78170444b133ae0986bf874828ffe991e138536","reviewer_name":"Dr. Thusitha Karunarathne","credentials":"Lecturer","personally_reviewed":true,"decisions":{"detector":"accept","classifier":"accept","segmenter":"accept"},"remarks":"No concerns","recorded_at":"2026-10-18T07:32:09.350Z","inference_samples_sha256":"79d05584117cf7e5c571b5d29026c693d18d882ac44cbbd3b084456eeed70da0","reviewer_type":"human_self_reported","reviewer_identity_verified":false,"access_method":"public_unverified_submission","scope":"unblinded_image_output_review","clinical_use_validated":false,"revision_id":1},{"sample_id":"643b886b672ead2755d0","evidence_sha256":"50cc6157e261358256e32bfdc72fbd3540bc5f17762453bfdef1dd7826fbe715","reviewer_name":"Dr. Thusitha Karunarathne","credentials":"Lecturer","personally_reviewed":true,"decisions":{"detector":"accept","classifier":"accept","segmenter":"accept"},"remarks":"No concerns","recorded_at":"2026-10-18T07:32:57.456Z","inference_samples_sha256":"79d05584117cf7e5c571b5d29026c693d18d882ac44cbbd3b084456eeed70da0","reviewer_type":"human_self_reported","reviewer_identity_verified":false,"access_method":"public_unverified_submission","scope":"unblinded_image_output_review","clinical_use_validated":false,"revision_id":2},{"sample_id":"d06060ef9def9934d0d7","evidence_sha256":"28dcbb932c3a5aa890a9918a1606956c92de66516f4dbf876c4971ee22bb3652","reviewer_name":"Dr. Thusitha Karunarathne","credentials":"Lecturer","personally_reviewed":true,"decisions":{"detector":"accept","classifier":"accept","segmenter":"accept"},"remarks":"No concerns","recorded_at":"2026-10-18T07:33:23.273Z","inference_samples_sha256":"79d05584117cf7e5c571b5d29026c693d18d882ac44cbbd3b084456eeed70da0","reviewer_type":"human_self_reported","reviewer_identity_verified":false,"access_method":"public_unverified_submission","scope":"unblinded_image_output_review","clinical_use_validated":false,"revision_id":3},{"sample_id":"718e29df66b26f0e196f","evidence_sha256":"a37e08f5f4eddf027729fc2ad4fdfa95761b94d609cc30ac3e568f2628cd3cbc","reviewer_name":"Dr. Thusitha Karunarathne","credentials":"Lecturer","personally_reviewed":true,"decisions":{"detector":"accept","classifier":"accept","segmenter":"accept"},"remarks":"No concerns","recorded_at":"2026-10-18T07:33:37.394Z","inference_samples_sha256":"79d05584117cf7e5c571b5d29026c693d18d882ac44cbbd3b084456eeed70da0","reviewer_type":"human_self_reported","reviewer_identity_verified":false,"access_method":"public_unverified_submission","scope":"unblinded_image_output_review","clinical_use_validated":false,"revision_id":4}],"clinical_use_validated":false,"reviewer_identity_verified":false,"storage":{"type":"hosted_d1","durable":true,"draft_scope":"this_browser","backup":"Download the evidence JSON after each review session."},"review_scope":"Unblinded image-output review, not clinical validation or deployment approval."}