The mathematical probability of developing a new type of melanoma can be quantified
Is it true that the mathematical probability of developing a new type of melanoma can be quantified?
Yes. Multiple validated prediction tools and nomograms confirm that the mathematical probability of developing specific melanoma outcomes, such as recurrence, metastasis, and sentinel node positivity, can be robustly quantified.
Verdict: SUPPORTED · 4 sources for, 0 against · Last checked
The retrieved papers include multiple systematic reviews, external validations, and meta-analyses demonstrating that risk prediction models successfully quantify the mathematical probabilities of various melanoma-related outcomes, such as recurrence, metastasis, and sentinel node positivity.
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Kunonga, T. P., Kenny, R., Astin, M., Bryant, A., Kontogiannis, V., Coughlan, D., Richmond, C., Eastaugh, C. H., Beyer, F. R., Pearson, F., Craig, D., Lovat, P. E., Vale, L., & Ellis, R. (2023). Predictive accuracy of risk prediction models for recurrence, metastasis and survival for early-stage cutaneous melanoma: a systematic review. doi.org. https://doi.org/10.1136/bmjopen-2023-073306
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Lo, S. N., Gjorup, C., Chakera, A., Hölmich, L., Moncrieff, M., Ross, A. M., Cassell, O., Ma, J., Weitemeyer, M. B., Bagge, R., Klausen, S., Calsavara, V., Neto, J. D. D., Bertolli, E., Ch'ng, S., Saw, R., Shannon, K., Spillane, A., Nieweg, O., Stretch, J., Mann, G., Geh, J., Haydu, L., Martin, R. C., Sharon, C., Karakousis, G., Kashani-Sabet, M., Adigbli, G., Sharouni, M. E., Gershenwald, J., Scolyer, R., Thompson, J. F., & Varey, A. (2025). Global Applicability of a Risk Prediction Tool for Sentinel Node Positivity in Patients With Primary Cutaneous Melanoma.. doi.org. https://doi.org/10.1001/jamadermatol.2025.0318
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Ma, B., Gandhi, M., Czyz, S., Jia, J., Rankin, B., Osman, S., Jonsson, E., Robertson, L., Parsons, L., & Temple-Oberle, C. (2025). Risk Prediction Models for Sentinel Node Positivity in Melanoma: A Systematic Review and Meta-Analysis.. doi.org. https://doi.org/10.1001/jamadermatol.2025.0113
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EA, J., IL, S., T, T., L, S., Z, S., B, V., T, V., A, K., A, S., & G, E. (2025). Development of Nomograms to Predict the Probability of Recurrence at Specific Sites in Patients with Cutaneous Melanoma.. doi.org. https://doi.org/10.3390/cancers17183080
What does the evidence say?
The retrieved papers include multiple systematic reviews, external validations, and meta-analyses demonstrating that risk prediction models successfully quantify the mathematical probabilities of various melanoma-related outcomes, such as recurrence, metastasis, and sentinel node positivity.
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