cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24259477
title: Supplementary Material for: Rapid initiation of peritoneal dialysis by automated peritoneal dialysis or hemodialysis: a randomized clinical trial

description: Introduction: It is still controversial whether automated peritoneal dialysis (APD) or hemodialysis (HD) is a more favorable choice for the rapid initiation of peritoneal dialysis. Methods: A pilot randomized prospective controlled trial was carried out in Shanghai Ruijin Hospital. Sixty-seven patients who chose long-term peritoneal dialysis treatment and needed unplanned dialysis were enrolled and randomized into HD-CAPD group (33 cases) or APD-CAPD group (34 cases) based on the dialysis modality during the transition period (within 14 days from the day PD catheter was implanted). Continuous ambulatory peritoneal dialysis started after the transition period. The primary outcome was the decline rates of residual glomerular filtration rate (GFR). Secondary outcomes included the rates of mechanical complications, the rates of infectious complications and complications of ESRD. Results: We found residual GFR decline were faster in HD-CAPD group than in APD-CAPD group (0.06 ml/min/w vs 0.03ml/min/w, P&lt;0.01). The incidences of mechanical complications were similar in APD-CAPD group comparing with HD-CAPD group, including hernia (2.9% vs 3.0%, P=1.00), catheter malposition (0.02 episodes/patient-months vs 0.02 episodes/patient-months, P=0.70), leakage (5.9% vs 6.1%, P=1.00) and omental wrap (0 episode vs 3 episodes, P=0.368). Though the one-year overall infection rates were similar (0.03 episodes/patient-months vs 0.05 episodes/patient-months, P=0.10), APD-CAPD group had lower rate of bacteremia compared to HD-CAPD group (0 episodes/patient-months vs 0.02 episodes/patient-months, P&lt;0.01). Conclusions: Both APD and HD could be used for patients who need to start dialysis in an unplanned manner. APD may have the advantage in protecting residual renal functions among these patients.
DOI: 10.6084/m9.figshare.24259477.v1
title: Supplementary Material for: Rapid initiation of peritoneal dialysis by automated peritoneal dialysis or hemodialysis: a randomized clinical trial

description: Introduction: It is still controversial whether automated peritoneal dialysis (APD) or hemodialysis (HD) is a more favorable choice for the rapid initiation of peritoneal dialysis. Methods: A pilot randomized prospective controlled trial was carried out in Shanghai Ruijin Hospital. Sixty-seven patients who chose long-term peritoneal dialysis treatment and needed unplanned dialysis were enrolled and randomized into HD-CAPD group (33 cases) or APD-CAPD group (34 cases) based on the dialysis modality during the transition period (within 14 days from the day PD catheter was implanted). Continuous ambulatory peritoneal dialysis started after the transition period. The primary outcome was the decline rates of residual glomerular filtration rate (GFR). Secondary outcomes included the rates of mechanical complications, the rates of infectious complications and complications of ESRD. Results: We found residual GFR decline were faster in HD-CAPD group than in APD-CAPD group (0.06 ml/min/w vs 0.03ml/min/w, P&lt;0.01). The incidences of mechanical complications were similar in APD-CAPD group comparing with HD-CAPD group, including hernia (2.9% vs 3.0%, P=1.00), catheter malposition (0.02 episodes/patient-months vs 0.02 episodes/patient-months, P=0.70), leakage (5.9% vs 6.1%, P=1.00) and omental wrap (0 episode vs 3 episodes, P=0.368). Though the one-year overall infection rates were similar (0.03 episodes/patient-months vs 0.05 episodes/patient-months, P=0.10), APD-CAPD group had lower rate of bacteremia compared to HD-CAPD group (0 episodes/patient-months vs 0.02 episodes/patient-months, P&lt;0.01). Conclusions: Both APD and HD could be used for patients who need to start dialysis in an unplanned manner. APD may have the advantage in protecting residual renal functions among these patients.
DOI: 10.3886/icpsr25381.v2
title: National Comorbidity Survey: Baseline (NCS-1), 1990-1992 (Restricted Version)
title: Version 2

description: The National Comorbidity Survey: Baseline (NCS-1) is a collaborative epidemiologic investigation designed to study the prevalence and patterns of disorders in the third and revised edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM III-R) as well as correlates of service utilization for these disorders. The NCS-1 was the first survey to administer a structured psychiatric interview to a nationally representative sample and was carried out in the early 1990s with a household sample of over 8,000 respondents. Diagnoses were based on a modified version of the Composite International Diagnostic Interview (the UM-CIDI), which was developed at the University of Michigan for the NCS-1. This restricted-use data collection contains the following geographic variables that can be linked to the public-use version of the data using the CASEID variable: Census State FIPS codes, Census County FIPS codes, and Census 5-Digit County-State FIPS codes. However, in order to help preserve the confidentiality of the data the frequency tables in the codebook have been suppressed.
description: The data are not weighted.
description: Response Rates: The response rate was 82.6 percent.
description: Datasets: 
 
 DS1: Dataset
description: National Comorbidity Survey (NCS) Series
description: face-to-face interview, telephone interview 
  
  
 For more information about the National Comorbidity Surveys (NCS), please visit the NCS Web site.
description: Persons aged 15 to 54 years in the noninstitutionalized civilian population in the 48 continuous United States.
description: Stratified, multistage area probability sample. The inclusion of respondents as young as 15 years, compared with the 18-year-old lower age limit found in most general population surveys, was based on an interest in minimizing recall bias of early-onset disorders. The exclusion of respondents aged older than 54 years was based on evidence from the Epidemiologic Catchment Area Study that active comorbidity between substance use disorders and nonsubstance psychiatric disorders is much lower among persons older than 54 years than among those aged 54 years and younger. The Part II NCS-1 survey was administered to a subsample of 5,877 respondents. The Tobacco Use Supplement was completed by a subsample of 4,414 respondents. The NCS-1 also includes a supplemental sample of students living in campus group housing and a nonrespondent survey.
DOI: 10.3886/icpsr25381.v3
title: National Comorbidity Survey: Baseline (NCS-1), 1990-1992 (Restricted Version)
title: Version 3

description: The National Comorbidity Survey: Baseline (NCS-1) is a collaborative epidemiologic investigation designed to study the prevalence and patterns of disorders in the third and revised edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM III-R) as well as correlates of service utilization for these disorders. The NCS-1 was the first survey to administer a structured psychiatric interview to a nationally representative sample and was carried out in the early 1990s with a household sample of over 8,000 respondents. Diagnoses were based on a modified version of the Composite International Diagnostic Interview (the UM-CIDI), which was developed at the University of Michigan for the NCS-1. This restricted-use data collection contains the following geographic variables that can be linked to the public-use version of the data using the CASEID variable: Census State FIPS codes, Census County FIPS codes, and Census 5-Digit County-State FIPS codes. However, in order to help preserve the confidentiality of the data the frequency tables in the codebook have been suppressed.
description: The data are not weighted.
description: Response Rates: The response rate was 82.6 percent.
description: Datasets: 
 
 DS1: Dataset
description: National Comorbidity Survey (NCS) Series
description: face-to-face interview, telephone interview 
  
  
 For more information about the National Comorbidity Surveys (NCS), please visit the NCS Web site.
description: Persons aged 15 to 54 years in the noninstitutionalized civilian population in the 48 continuous United States.
description: Stratified, multistage area probability sample. The inclusion of respondents as young as 15 years, compared with the 18-year-old lower age limit found in most general population surveys, was based on an interest in minimizing recall bias of early-onset disorders. The exclusion of respondents aged older than 54 years was based on evidence from the Epidemiologic Catchment Area Study that active comorbidity between substance use disorders and nonsubstance psychiatric disorders is much lower among persons older than 54 years than among those aged 54 years and younger. The Part II NCS-1 survey was administered to a subsample of 5,877 respondents. The Tobacco Use Supplement was completed by a subsample of 4,414 respondents. The NCS-1 also includes a supplemental sample of students living in campus group housing and a nonrespondent survey.
DOI: 10.6084/m9.figshare.24486118
title: Supplementary Material for: Effects of two cannabidiol (CBD) oil products on self-reported stress relief: A quasi-experimental study

description: Introduction Estimated rates of past-month cannabidiol (CBD) use in the general public are 13-26% and emerging research examines CBD as a potential adjunct treatment to several medical conditions, including stress-related disorders, such as depression, anxiety, and chronic pain. However, little is known about the effects of different CBD products on self-reported stress. The present study compared two delta-9-tetrahydrocannabinol (THC)-free CBD tincture products: (1) an isolate CBD oil and (2) a broad spectrum CBD oil on self-ratings of effectiveness of the product and ability to manage stress. Methods This quasi-experimental study reports on a total of 374 participants who completed either a 30- or 60-day regimen. Participants were instructed to use a 1000mg CBD isolate product at will, and then switch over to a 1000mg broad spectrum product for the remainder of the regimen (i.e., next 15 or 30 days). Self-reported effectiveness of the product and its ability to help manage stress was compared between the isolate and broad spectrum products. We also examined overall impression, quality, taste, and adverse effects of each product. Results Overall, both products were rated to be highly effective and able to assist with stress management. Participants reported that the broad spectrum product’s effectiveness (p &lt; 0.001) and ability to reduce stress (p &lt; 0.001) as greater than the isolate product across both regimens. However, participants preferred the taste of the isolate product over that of the broad spectrum across regimens (p’s &lt; 0.05). For the 30-day regimen, participants reported a more positive overall impression of the isolate as compared to the broad spectrum (p &lt; 0.001); however, overall impression did not differ between the products in the 60-day regimen. There was no difference in adverse effects or quality between the products, across both regimens. Discussion/Conclusion These results fit with prior studies suggesting anti-stress effects of CBD. Ratings were higher for the broad spectrum as compared to the isolate product, which is consistent with prior data suggesting that cannabinoids can work synergistically to maximize benefits. Nonetheless, more controlled studies are needed to explore these effects in nonclinical and clinical populations.
DOI: 10.6084/m9.figshare.24486118.v1
title: Supplementary Material for: Effects of two cannabidiol (CBD) oil products on self-reported stress relief: A quasi-experimental study

description: Introduction Estimated rates of past-month cannabidiol (CBD) use in the general public are 13-26% and emerging research examines CBD as a potential adjunct treatment to several medical conditions, including stress-related disorders, such as depression, anxiety, and chronic pain. However, little is known about the effects of different CBD products on self-reported stress. The present study compared two delta-9-tetrahydrocannabinol (THC)-free CBD tincture products: (1) an isolate CBD oil and (2) a broad spectrum CBD oil on self-ratings of effectiveness of the product and ability to manage stress. Methods This quasi-experimental study reports on a total of 374 participants who completed either a 30- or 60-day regimen. Participants were instructed to use a 1000mg CBD isolate product at will, and then switch over to a 1000mg broad spectrum product for the remainder of the regimen (i.e., next 15 or 30 days). Self-reported effectiveness of the product and its ability to help manage stress was compared between the isolate and broad spectrum products. We also examined overall impression, quality, taste, and adverse effects of each product. Results Overall, both products were rated to be highly effective and able to assist with stress management. Participants reported that the broad spectrum product’s effectiveness (p &lt; 0.001) and ability to reduce stress (p &lt; 0.001) as greater than the isolate product across both regimens. However, participants preferred the taste of the isolate product over that of the broad spectrum across regimens (p’s &lt; 0.05). For the 30-day regimen, participants reported a more positive overall impression of the isolate as compared to the broad spectrum (p &lt; 0.001); however, overall impression did not differ between the products in the 60-day regimen. There was no difference in adverse effects or quality between the products, across both regimens. Discussion/Conclusion These results fit with prior studies suggesting anti-stress effects of CBD. Ratings were higher for the broad spectrum as compared to the isolate product, which is consistent with prior data suggesting that cannabinoids can work synergistically to maximize benefits. Nonetheless, more controlled studies are needed to explore these effects in nonclinical and clinical populations.
DOI: 10.25318/3310072201-eng
title: Experimental estimates for business openings and closures by employment size for Canada, provinces and territories, census metropolitan areas, seasonally adjusted

description: This table presents experimental counts of businesses that open, close, or continue their operations each month for various levels of geographic and industry detail across Canada going back to January 2015. The data are available as series that are adjusted for seasonality. The level of geographic detail includes national, provincial and territorial, as well as census metropolitan areas (CMA). The data are also broken down by employment size and two-digit North American Industry Classification System (NAICS) with some common aggregations, including one for the total business sector.
DOI: 10.25318/3310072201-fra
title: Estimations expérimentales pour les entreprises nouvellement ouvertes et les entreprises nouvellement fermées selon la taille de l’emploi pour le Canada, les provinces et territoires, et les régions métropolitaines de recensement, données désaisonnalisées

description: Ce tableau contient des comptes mensuels expérimentaux d'entreprises qui ouvrent, ferment ou continuent leurs opérations selon la géographie et l’industrie. Les données commencent en janvier 2015 et elles sont désaisonnalisées. Elles sont compilées au niveau national, provincial et territorial, et pour les régions métropolitaines de recensement. Elles sont aussi disponibles selon la taille de l’emploi et selon le Système de classification des industries de l'Amérique du Nord (SCIAN) à deux chiffres à des niveaux d’agrégation communs, y compris, pour le secteur des entreprises.
DOI: 10.5281/zenodo.10075673
title: АЁЛЛАРДА ТУХУМДОН САРАТОНИНГ ЖАРАЁНЛАРИ
DOI: 10.5281/zenodo.10073017
title: Garnet 3D grain shapes in the metabasalt ZS-21-02

description: This dataset is part of the Supplemental Material of "Tracking garnet dissolution kinetics in 3D using deep learning grain shape classification" by Hartmeier et al. (2023).
Garnet grain 3D models extracted from a micro-computed tomography scan. "ZS2102raw" are numpy arrays (.npy-files) holding a 3D model of garnet grains. Additional information; centroid position, volume in voxels and volume of fitted convex hulls ; is stored in seperate files. "ZS2102_labelled" holds the same data set but all garnets are catergorised in to different shape based classes.
DOI: 10.5281/zenodo.10073018
title: Garnet 3D grain shapes in the metabasalt ZS-21-02

description: This dataset is part of the Supplemental Material of "Tracking garnet dissolution kinetics in 3D using deep learning grain shape classification" by Hartmeier et al. (2023).
Garnet grain 3D models extracted from a micro-computed tomography scan. "ZS2102raw" are numpy arrays (.npy-files) holding a 3D model of garnet grains. Additional information; centroid position, volume in voxels and volume of fitted convex hulls ; is stored in seperate files. "ZS2102_labelled" holds the same data set but all garnets are catergorised in to different shape based classes.
DOI: 10.5281/zenodo.10075674
title: АЁЛЛАРДА ТУХУМДОН САРАТОНИНГ ЖАРАЁНЛАРИ
DOI: 10.5281/zenodo.7946471
title: Data for "Impact of Precipitation Mass Sinks on Midlatitude Storms over a Wide Range of Climates"

description: Code, simulation input files, and postprocessed simulation output data supporting "Impact of Precipitation Mass Sinks on Midlatitude Eddies over a Wide Range of Climates", submitted to Weather and Climate Dynamics. Enclosed README file provides detailed descriptions of the archive contents.
DOI: 10.5281/zenodo.8407812
title: Data for "Impact of Precipitation Mass Sinks on Midlatitude Storms over a Wide Range of Climates"

description: Code, simulation input files, and postprocessed simulation output data supporting "Impact of Precipitation Mass Sinks on Midlatitude Storms over a Wide Range of Climates", submitted to Weather and Climate Dynamics. Enclosed README file provides detailed descriptions of the archive contents.
DOI: 10.6084/m9.figshare.24271075
title: Supplementary Material for: Explorative clustering of the nitrogen balance trajectory in critically ill patients: A preliminary post-hoc analysis of a single center prospective observational study

description: Background: The nitrogen balance estimates a protein net difference. However, since it has a number of limitations, it is important to consider the trajectory of the nitrogen balance in the clinical course of critically ill patients. Objectives: We herein exploratively classified the nitrogen balance trajectory using a machine learning method. Method: This is a post-hoc analysis of a single-center prospective study for the patients admitted to our Emergency and Critical Center ICU. The nitrogen balance was evaluated with 24-hour urine collection from ICU days 1 to 10 with 9 points. K-means clustering was performed to classify the nitrogen balance trajectory. We also evaluated factors associated with uncovered clusters. Results: Seventy-six eligible patients were included in the present study. After clustering, the nitrogen balance trajectory was classified into 4 classes. Class 1 was trajected as a negative balance over 10 days (24 patients). Class 2 had a positive conversion on day 3 or 4 (8 patients). Class 3 had a positive conversion on day 8 or 9 (28 patients). Class 4 initially had a positive balance and then converted to a negative balance (16 patients). Sepsis complication and steroid use were associated with negative nitrogen balance trajectory. Class 2 was associated with lower length of hospital stay and femoral muscle volume loss, however, frequently had frailty and sarcopenia on admission. Active nutrition therapy intention was not corelated with positive trajectory. Conclusions: The nitrogen balance trajectory in critically ill patients may be classified into 4 classes for clinical practice. Among patients emergently admitted to the ICU, the positive conversion of the nitrogen balance might be delayed over 10 days.
DOI: 10.6084/m9.figshare.24271075.v1
title: Supplementary Material for: Explorative clustering of the nitrogen balance trajectory in critically ill patients: A preliminary post-hoc analysis of a single center prospective observational study

description: Background: The nitrogen balance estimates a protein net difference. However, since it has a number of limitations, it is important to consider the trajectory of the nitrogen balance in the clinical course of critically ill patients. Objectives: We herein exploratively classified the nitrogen balance trajectory using a machine learning method. Method: This is a post-hoc analysis of a single-center prospective study for the patients admitted to our Emergency and Critical Center ICU. The nitrogen balance was evaluated with 24-hour urine collection from ICU days 1 to 10 with 9 points. K-means clustering was performed to classify the nitrogen balance trajectory. We also evaluated factors associated with uncovered clusters. Results: Seventy-six eligible patients were included in the present study. After clustering, the nitrogen balance trajectory was classified into 4 classes. Class 1 was trajected as a negative balance over 10 days (24 patients). Class 2 had a positive conversion on day 3 or 4 (8 patients). Class 3 had a positive conversion on day 8 or 9 (28 patients). Class 4 initially had a positive balance and then converted to a negative balance (16 patients). Sepsis complication and steroid use were associated with negative nitrogen balance trajectory. Class 2 was associated with lower length of hospital stay and femoral muscle volume loss, however, frequently had frailty and sarcopenia on admission. Active nutrition therapy intention was not corelated with positive trajectory. Conclusions: The nitrogen balance trajectory in critically ill patients may be classified into 4 classes for clinical practice. Among patients emergently admitted to the ICU, the positive conversion of the nitrogen balance might be delayed over 10 days.
DOI: 10.5281/zenodo.10075590
title: Data for "Impact of Precipitation Mass Sinks on Midlatitude Storms in Idealized GCM Simulations over a Wide Range of Climates"

description: Code, simulation input files, and postprocessed simulation output data supporting "Impact of Precipitation Mass Sinks on Midlatitude Storms in Idealized GCM Simulations over a Wide Range of Climates", submitted to Weather and Climate Dynamics. Enclosed README file provides detailed descriptions of the archive contents.
DOI: 10.5281/zenodo.7946470
title: Data for "Impact of Precipitation Mass Sinks on Midlatitude Storms in Idealized GCM Simulations over a Wide Range of Climates"

description: Code, simulation input files, and postprocessed simulation output data supporting "Impact of Precipitation Mass Sinks on Midlatitude Storms in Idealized GCM Simulations over a Wide Range of Climates", submitted to Weather and Climate Dynamics. Enclosed README file provides detailed descriptions of the archive contents.