Table 1_Oxytocin as a physiological correlate of dyadic music therapy relationships — a randomized crossover pilot study.doc by Paula Kristin Busse (20639015)

“…</p>Results<p>Thirty-two children were included in the study, resulting in n = 16 children per allocation sequence. During the implementation of the study, difficulties were encountered with protocol adherence both in terms of the duration of the music therapy and the implementation of the silent work in the control group. …”

Table 1_The effect of musical sensory orientation training in improving consciousness level in patients with disorders of consciousness: a pilot study.docx by Jiayi Gu (514026)

Simple implementation examples of agent AI on free energy calculation and phase-field simulation by Toshiyuki Koyama (22828581)

“…</p> <p>Using Gibbs energy calculations and diffusion simulations as examples, we demonstrated the implementation method and usefulness of simple agent AI, where sample python codes are distributed as supplemental materials.…”

Current vaccine delivery model. by Pamela Bakkabulindi (12914980)

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Sociodemographic characteristics of respondents in Gomba district, Uganda. by Pamela Bakkabulindi (12914980)

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Mode and frequency of delivery of vaccines in Gomba district, Uganda. by Pamela Bakkabulindi (12914980)

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Cold chain and vaccine management processes in Gomba district, Uganda. by Pamela Bakkabulindi (12914980)

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Vaccine stock status, Gomba district, Uganda. by Pamela Bakkabulindi (12914980)

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Informed push model. by Pamela Bakkabulindi (12914980)

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Source of funds for vaccine pick-up at baseline. by Pamela Bakkabulindi (12914980)

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Summary of costs for distribution of vaccines, Gomba district, Uganda. by Pamela Bakkabulindi (12914980)

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S1 Dataset - by Pamela Bakkabulindi (12914980)

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Lead-time delivery of vaccines in Gomba district, Uganda. by Pamela Bakkabulindi (12914980)

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DeepB3Pred_source_code by Muhammad Arif (17012472)

S1 Raw data - by Anteneh Fikrie (10127571)

“…</p><p>Methods</p><p>Cross-sectional study was conducted from June 1–30, 2021 among randomly selected 407 health professionals working at Pilot Hospitals in Southern Ethiopia. …”

Testing Code for JcvPCA and JsvCRP. by Océane Dubois (21989812)

“…<p>This file contains the code that implements both metrics in python and apply them on a simulated dataset.…”

Supplementary file 1_Quantifying resilience potentials in construction: pilot evaluation of the resilience assessment grid.pdf by José Marcelo Tierra-Arévalo (22607711)

“…This study endeavored to architect a 36-item questionnaire - rooted in Resilience Assessment Grid (RAG) and integrated within the Occupational Health and Safety Plan (OHSP) - to interrogate and quantify the sector’s resilience capabilities.</p>Methods<p>Adopting a five-phase development trajectory, commenced with an RAG-aligned draft, secured content validity via the Individual Aggregate Method, iteratively refined items, achieved expert consensus through a multi-round Delphi panel and conducted a pilot implementation on an active construction site. …”

Data and code for: Automatic fish scale analysis by Christian Vogelmann (21646472)

“…</p><h3>Includeed in this repository:</h3><ul><li><b>Raw data files:</b></li><li><code>comparison_all_scales.csv</code> – comparison_all_scales.csv - manually verified vs. automated measurements of 1095 coregonid scales</li></ul><ul><li><ul><li><code>Validation_data.csv</code> – manually measured scale data under binocular</li><li><code>Parameter_correction_numeric.csv</code> – calibration data (scale radius vs. fish length/weight)</li></ul></li><li><b>Statistical results:</b></li><li><ul><li><code>comparison_stats_core_variables.csv</code> – verification statistics (bias, relative error, limits of agreement)</li><li><code>Validation_statistics.csv</code> – summary statistics and model fits (manual vs. automated)</li></ul></li><li><b>Executable script (not GUI):</b></li><li><ul><li><code>Algorithm.py</code> – core processing module for scale feature extraction<br>→ <i>Note: The complete Coregon Analyzer application (incl. …”

Table 2_How pilot free trade zones affect food system resilience: quasi-natural experiment evidence from China.xlsx by Huasheng Zeng (20852186)

“…</p>Methods<p>This study initially resolves the problem of selection bias by employing the propensity score matching (PSM) method, and then estimates the extent of the impact of pilot free trade zones on food system resilience through the staggered differences-in-differences (staggered DID) method, finally examining the mechanisms by which pilot free trade zones affect food system resilience using the mediation effect model.…”

Table 1_How pilot free trade zones affect food system resilience: quasi-natural experiment evidence from China.docx by Huasheng Zeng (20852186)

“…</p>Methods<p>This study initially resolves the problem of selection bias by employing the propensity score matching (PSM) method, and then estimates the extent of the impact of pilot free trade zones on food system resilience through the staggered differences-in-differences (staggered DID) method, finally examining the mechanisms by which pilot free trade zones affect food system resilience using the mediation effect model.…”