Global and local feature (predictor variable) explanations from the XGBoost trained with Quebec data (2014–2021). by Hamid Ghanbari (6821096)

“…For a single feature, predicted log-odds for a site is calculated by adding that feature’s SHAP value to the baseline. For example, a high DD > 0°C value contributing a SHAP value of +2.2 would increase the predicted probability from the baseline of 0.44 to 0.88 as follows: log-odds = Baseline + SHAP_DD > 0 = −0.212 + 2.2 = 1.988 and the final probability, p, would be p = 1/ (1 + e^(−1.988)) ≈ 0.88.…”

DataSheet1_Electronic structure of metal oxide dications with ammonia ligands and their reactivity towards the selective conversion of methane to methanol.PDF by Emily E. Claveau (18115338)

“…We find that the oxyl states activate a C-H bond easily with barriers smaller than 10 kcal/mol across all first-row transition metals, while the barriers for the oxo states start from about 50 kcal/mol for M = Ti and decrease linearly to 10 kcal/mol going toward M = Ni. …”

Fig 4 - by Helene Dumont (19812720)

“…<p><b>a. Population-level averaged inversion and negation effects and Bayesian non-linear mixed model predictions as a function of Orientation filter</b>. …”

Soil physical, biological, chemical, and carbon data and cover crop biomass data from Sac Valley almond orchard comparing multiple cover crop compositions with resident vegetation... by Vivian Wauters (22668776)

“…Soil nutrients increased after vegetation termination by flail mowing in all treatments, and the resident vegetation had the largest increase in dissolved organic carbon between the Cover and Post-Cover time points. …”

Simulations show that microSLAM improves power and false positive rates. by Miriam Goldman (21433180)

“…We simulated gene presence/absence and GRMs for the 1000 iterations (τ test simulation 1; Methods). A histogram of p-values for the τ tests shows that the percentage of tests with a p-value < 0.05 is 5.4%. …”

Image 2_Multi-omics analysis reveals neutrophil heterogeneity and key molecular drivers in sepsis-associated acute kidney injury.jpg by Tianle Cheng (20788417)

“…In a rat model, peptidyl arginine deiminase 4 knockdown reduced trap formation and alleviated kidney injury (p-value less than 0.01). Human samples confirmed elevated gene expression in sepsis (p-value less than 0.05). …”

Soil carbon, nitrogen, and phosphorus stoichiometry in subtropical forests of Zhejiang, China by Tonggui Wu (20215883)

“…Both SOC content and C:N ratio <a href="" target="_blank">exhibited non-linear trends with latitude</a>, initially decreasing and then increasing beyond a turning point at 29°N due to systematic grid-based soil sampling in Jinqu Basin with warmer conditions, which is different to global and China’s forests. …”

Data_Sheet_10_Global burden of multiple sclerosis and its attributable risk factors, 1990–2019.PDF by Saeid Safiri (3713035)

“…At the regional level, a non-linear relationship was observed between the age-standardized DALY rate of MS and SDI.…”

Data_Sheet_2_Global burden of multiple sclerosis and its attributable risk factors, 1990–2019.PDF by Saeid Safiri (3713035)

“…At the regional level, a non-linear relationship was observed between the age-standardized DALY rate of MS and SDI.…”

Data_Sheet_14_Global burden of multiple sclerosis and its attributable risk factors, 1990–2019.PDF by Saeid Safiri (3713035)

“…At the regional level, a non-linear relationship was observed between the age-standardized DALY rate of MS and SDI.…”

Table 1_Relationships between vitamin C intake and COPD assessed by machine learning approaches from the NHANES (2017–2023).docx by Xinxin Tao (10587827)

“…</p>Conclusion<p>An elevated VCI within 50.1–135.6 is linked to a decreased risk for COPD.</p>…”

Image_1_Global burden of multiple sclerosis and its attributable risk factors, 1990–2019.JPEG by Saeid Safiri (3713035)

“…At the regional level, a non-linear relationship was observed between the age-standardized DALY rate of MS and SDI.…”

Data_Sheet_12_Global burden of multiple sclerosis and its attributable risk factors, 1990–2019.PDF by Saeid Safiri (3713035)

“…At the regional level, a non-linear relationship was observed between the age-standardized DALY rate of MS and SDI.…”

Table_1_Global burden of multiple sclerosis and its attributable risk factors, 1990–2019.DOC by Saeid Safiri (3713035)

“…At the regional level, a non-linear relationship was observed between the age-standardized DALY rate of MS and SDI.…”

Data_Sheet_3_Global burden of multiple sclerosis and its attributable risk factors, 1990–2019.PDF by Saeid Safiri (3713035)

“…At the regional level, a non-linear relationship was observed between the age-standardized DALY rate of MS and SDI.…”

Data_Sheet_15_Global burden of multiple sclerosis and its attributable risk factors, 1990–2019.PDF by Saeid Safiri (3713035)

“…At the regional level, a non-linear relationship was observed between the age-standardized DALY rate of MS and SDI.…”

Data_Sheet_5_Global burden of multiple sclerosis and its attributable risk factors, 1990–2019.PDF by Saeid Safiri (3713035)

“…At the regional level, a non-linear relationship was observed between the age-standardized DALY rate of MS and SDI.…”

Data Sheet 1_Association between the American Heart Association’s New Life’s Essential 8 Metrics and Depression Symptom in U.S General Adults, Finding from NHANES 2005-2018.docx... by Zhuoer Ruan (20278014)

“…The study revealed that individuals with positive scores in both individual and total LE8 metrics were less likely to experience depressive symptoms compared to those with negative scores. Furthermore, a significant negative linear trend was observed, showing that as the overall number of favorable LE8 scores increased, the likelihood of depressive symptoms decreased.…”

Data_Sheet_1_Global burden of multiple sclerosis and its attributable risk factors, 1990–2019.PDF by Saeid Safiri (3713035)

“…At the regional level, a non-linear relationship was observed between the age-standardized DALY rate of MS and SDI.…”

Data_Sheet_4_Global burden of multiple sclerosis and its attributable risk factors, 1990–2019.PDF by Saeid Safiri (3713035)

“…At the regional level, a non-linear relationship was observed between the age-standardized DALY rate of MS and SDI.…”