Comparing indigenous and scientific (Palin test) soil fertility assessment approaches for better soil health monitoring, management, and farm decision-making in Uganda by Sarah Elaete, John Ilukor, Rosemary Emegu Isoto, Alex Moruleng, Henry Nakelet Opolot

Subjects: “…Misclassification…”
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Using DNA to evaluate field identification of cougar sex by agency staff and hunters using trained dogs by Richard A. Beausoleil, Kenneth I. Warheit

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Variability and misclassification of albuminuria in patients with type 2 diabetes mellitus by Lukas Buchwinkler, Felix Keller, Stefanie Thöni, Susanne Eder, Gert Mayer

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Soft-Label Supervised Meta-Model with Adversarial Samples for Uncertainty Quantification by Kyle Lucke, Aleksandar Vakanski, Min Xian

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Accuracy and precision of using partial-mouth recordings to study the prevalence, extent and risk associations of untreated periodontitis by Yasmine N. Alawaji, Nesrine Mostafa, Ricardo M. Carvalho, Abdulsalam Alshammari, Jolanta Aleksejuniene

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Relationships between fixed-site ambient measurements of nitrogen dioxide, ozone, and particulate matter and personal exposures in Grand Paris, France: the MobiliSense study by Sanjeev Bista, Giovanna Fancello, Karine Zeitouni, Isabella Annesi-Maesano, Basile Chaix

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Klebsiella variicola: an emerging pathogen in humans by Nadia Rodríguez-Medina, Humberto Barrios-Camacho, Josefina Duran-Bedolla, Ulises Garza-Ramos

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Weight status of children aged 2-5 years old, attending a paediatric outpatient clinic and its association with parental feeding style and parental perceptions of weight status by Aisling Lee, Helen Callaghan, Dara Gallagher, Annette Lalor, Louise Rattigan, Hilary Greaney, Laura Keaver

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How many people die by suicide each year? Not 727,000: a systematic review and meta-analysis of suicide underreporting across 71 countries over 122 years by Nicola Meda, Nicola Meda, Ludovica Angelozzi, Matteo Poletto, Angelo Patane’, Josephine Zammarrelli, Irene Slongo, Fabio Sambataro, Fabio Sambataro, Fabio Sambataro, Diego De Leo, Diego De Leo, Diego De Leo, Diego De Leo

Subjects: “…misclassification…”
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Comparative Validation and Misclassification Diagnosis of 30-Meter Land Cover Datasets in China by Xiaolin Xu, Dan Li, Hongxi Liu, Guang Zhao, Baoshan Cui, Yujun Yi, Wei Yang, Jizeng Du

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Quantitative bias analysis for mismeasured variables in health research: a review of software tools by Codie J. C. Wood, Kate Tilling, Jonathan W. Bartlett, Rachael A. Hughes

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Propagating observation errors to enable scalable and rigorous enumeration of plant population abundance with aerial imagery by Andrii Zaiats, T. Trevor Caughlin, Jennyffer Cruz, David S. Pilliod, Megan E. Cattau, Rongsong Liu, Richard Rachman, Maisha Maliha, Donna Delparte, John D. J. Clare

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Response to Drs. Igor Burstyn and George Luta’s letter: Advice on better utilization of validation data to adjust odds ratios for differential exposure misclassification (recall bi... by Henrik A Kolstad, Jesper Medom Vestergaard, Jens Peter Bonde, Sadie Costello, Annett Dalbøge, Åse Marie Hansen, Ann Dyreborg Larsen, Anne Helene Garde

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Editorial: External control arms for single-arm studies: methodological considerations and applications by Deborah Layton, Laura Hester, Asieh Golozar

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Advice on better utilization of validation data to adjust odds ratios for differential exposure misclassification (recall bias) by Igor Burstyn, George Luta

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Erroneous Classification and Coding as a Limitation for Big Data Analyses: Causes and Impacts Illustrated by the Diagnosis of Clavicle Injuries by Robert Raché, Lara-Sophie Claudé, Marcus Vollmer, Lyubomir Haralambiev, Denis Gümbel, Axel Ekkernkamp, Martin Jordan, Stefan Schulz-Drost, Mustafa Sinan Bakir

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EXPLORING MISCLASSIFICATION STATUS OF PLATFORM WORKERS IN MALAYSIA FOR ENHANCED EMPLOYMENT PROTECTIONS by Nazruzila Razniza Mohd Nadzri, Tuan Fatma Tuan Sulaiman, Abdul Mutalib Mohamed Azim, Nurulbahiah Awang, Mohd Shahril Nizam Md Radzi

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Assessment of Racial Misclassification Among American Indian and Alaska Native Identity in Cancer Surveillance Data in the United States and Considerations for Oral Health: A Syste... by Amanda J. Llaneza, Alex Holt, Julie Seward, Jamie Piatt, Janis E. Campbell

Subjects: “…racial misclassification…”
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AI for Data Quality Auditing: Detecting Mislabeled Work Zone Crashes Using Large Language Models by Shadi Jaradat, Nirmal Acharya, Smitha Shivshankar, Taqwa I. Alhadidi, Mohammad Elhenawy

Subjects: “…misclassification detection…”
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Mapping of Subjective Measurements in Traditional Chinese Medicine to Objective Clinical Endpoints in Western Medicine by Zhang Y, Chow SC

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