ABSTRACT
Objective:This study aims to explore the feasibility and practicality of ChatGPT in scientific research statistics through examples, in order to better understand and evaluate the application value of ChatGPT in scientific research statistics.Methods:Literature research was used to illustrate the principles of ChatGPT artificial intelligence model, combined with practical examples and tests, to assess the reliability of its results and analyze the advantages and limitations of ChatGPT in scientific research statistics.Results:ChatGPT can be applied to various scenarios in scientific research statistics, such as literature retrieval and organization, experimental design, statistical analysis programming, and statistical graphing. It can provide efficient scientific research statistical analysis capabilities, but it also has limitations.Conclusions:Although there are limitations, ChatGPT has a promising future in scientific research statistics, and it will be applied widely and deeply to greatly facilitate scientific research.
ABSTRACT
Objective Based on the three years' peer review data of a project fund,the results of fund peer review were analyzed and evaluated,to provide references for further improvement of the peer review and management.Methods Based on the fund's peer review results of 2145 projects in three years,descriptive statistics,single-item identification index were adopted,as well as RJ normality test,t-test and other statistical methods,to analyze and assess the overall data of fund,project categories,individual scores,etc.Results The score distribution of the three year peer review project of the fund is almost normal distribution,and the overall consistency of peer review shows a better trend.The analysis shows that the peer review experts of the fund have better consistency in terms of project innovation,rationality and characteristics.While there were differences in the peer review of applicability.Conclusions The three year peer review data of the fund show that three years' evaluation results are reliable,reasonable,and the quality of evaluation is good,showing a better development trend in both project quality and expert consistency.
ABSTRACT
Objective To study the dynamic changes of scientific research efficiency of 51 departments in a top three hospitals in Beijing from 2014 to 2016,and to provide reference information for improving the efficiency of scientific research in hospital departments.Methods The CCC model of DEA,BCC model were used for lateral analysis,and then Malmquist index was used for longitudinal analysis.Results There were 12 (23.53％) departments in 2014,11 (21.57％) departments in 2015,9 (17.65％) departments in 2016 data envelopment analysis was valid,from 2014 to 2016,41 (80.39％) departments of the hospital increased the total factor productivity.Conclusions The total factor productivity of the 51 departments in the hospital increased from 2014 to 2016,and technological progress was the main reason for its growth.
ABSTRACT
Objective Discussion on the methods of retrospectively selecting peer review experts based on the results of review.Methods Based on the review data of peer reviewers,peer review experts are retrospectively selected based on the voting,rating and comprehensive evaluations,as well as their variations and errors during the review.Results Through the retrospective selection of peer reviewers,there is a better convergence of reviews,which assures the quality of future peer reviews.This method is superior to the prospective selection of peer reviewers.Conclusions Based on the results of the review,retrospective selection of peer review experts is feasible and helpful for the selection of high-level peer review experts,which can improve the quality of peer review and standardize peer review.
ABSTRACT
Objective Based on the data of scientific research output in a top three hospital in Beijing from 2015 and 2016,stochastic frontier analysis is conducted to estimate the efficiency of scientific research performance in different departments of this hospital,so as to draw the impetus for the growth of departments.Methods According to the results of the stochastic frontier model,comprehensive analysis and evaluation are conducted for the research performance of various departments.Results The overall average technical efficiency of the hospital is 0.44,and improvement space for the technical efficiency of scientific research performance is still 0.56.There are significant differences in the technical efficiency of each department.Among the four major categories,the D section is higher than the technical efficiency of class A,B and C departments.Conclusions The overall technical efficiency of the hospital is not high,the level of scientific research output of the four types of departments is not balanced,which should be emphasized in the improvement of scientific research performance level.
ABSTRACT
Objective@#To analyze the clinical data of a family with early-onset familial Alzheimer′s disease and to analyze the mutation of the pathogenic gene in the family.@*Methods@#The clinical data of a proband who was clinically diagnosed as early-onset Alzheimer′s disease in the Department of Neurology, People′s Hospital of Zhengzhou University in October 2018 and her family members were collected. Moreover, whole exome sequencing was performed on blood sample from the proband, then its deleterious effects were assessed according to the Standards and guidelines for the interpretation of sequence variants, a joint consensus recommendation of the American College of Medical Genomics. Subsequently, the strong pathogenic mutation was validated by Sanger sequencing in the some members of the family and 50 sporadic Alzheimer′s disease and 50 normal individuals of the family. Apolipoprotein E (APOE) typing of 10 family members was all epsilon 3/epsilon 3.@*Results@#The proband in this family showed decreased memory, visual space disorder, verbal repetition, personality change and abnormal mental behavior. The mutation at codon 717 of exon 17 of the proband amyloid precursor protein gene was detected by gene detection. The mutation at codon 717 of exon 17 of the proband beta-amyloid precursor protein gene was also found in the other five members of the family. The mutation was not found in 50 sporadic Alzheimer′s disease patients and 50 normal individuals outside the family. The proband′s head magnetic resonance imaging (MRI) showed bilateral hippocampal atrophy on plain scan, especially on the left side. No obvious abnormality was found in the head magnetic resonance angiography. The head MRI of the proband′s sister showed brain atrophy and bilateral hippocampal atrophy.@*Conclusions@#The study identified the pathogenic mutation of the beta-amyloid precursor protein gene p.V717I in six patients of a family with early-onset familial Alzheimer′s disease, and the mutation showed a phenomenon of family segregation. This finding is of great significance to the study of early-onset Alzheimer′s disease in Chinese population.
ABSTRACT
Objective To analyze the clinical data of a family with early?onset familial Alzheimer′s disease and to analyze the mutation of the pathogenic gene in the family. Methods The clinical data of a proband who was clinically diagnosed as early?onset Alzheimer′s disease in the Department of Neurology, People′s Hospital of Zhengzhou University in October 2018 and her family members were collected. Moreover, whole exome sequencing was performed on blood sample from the proband, then its deleterious effects were assessed according to the Standards and guidelines for the interpretation of sequence variants, a joint consensus recommendation of the American College of Medical Genomics. Subsequently, the strong pathogenic mutation was validated by Sanger sequencing in the some members of the family and 50 sporadic Alzheimer′s disease and 50 normal individuals of the family. Apolipoprotein E (APOE) typing of 10 family members was all epsilon 3/epsilon 3. Results The proband in this family showed decreased memory, visual space disorder, verbal repetition, personality change and abnormal mental behavior. The mutation at codon 717 of exon 17 of the proband amyloid precursor protein gene was detected by gene detection. The mutation at codon 717 of exon 17 of the proband beta?amyloid precursor protein gene was also found in the other five members of the family. The mutation was not found in 50 sporadic Alzheimer′s disease patients and 50 normal individuals outside the family. The proband′s head magnetic resonance imaging (MRI) showed bilateral hippocampal atrophy on plain scan, especially on the left side. No obvious abnormality was found in the head magnetic resonance angiography. The head MRI of the proband′s sister showed brain atrophy and bilateral hippocampal atrophy. Conclusions The study identified the pathogenic mutation of the beta?amyloid precursor protein gene p. V717I in six patients of a family with early?onset familial Alzheimer′s disease, and the mutation showed a phenomenon of family segregation. This finding is of great significance to the study of early?onset Alzheimer′s disease in Chinese population.
ABSTRACT
Objective To explore the clinical features,auxiliary examinations,therapies and prognoses of patients with antibodies against contactin-associated protein-like 2 (CASPR2).Methods The clinical data of 11 anti-CASPR2 encephalitis patients who were admited to the People's Hospital of Zhengzhou University from March 2015 to April 2018 were retrospectively analyzed.Results The age of these 11 cases was (35.6± 19.4) years (ranged 20-74 years),and eight cases were females.There were seven cases with limbic encephalitis which included six cases of epilepsy,four cases of memory impairment,two cases of mental and behavioral abnormalities.Four cases had peripheral nerve hyperexcitability.Four cases had neuropathic pain.There were six cases with autonomic dysfunction including five cases of constipation,three cases of tachycardia,two cases of hyperhidrosis,two cases of urinary disorder.Seven cases had sleep disorder.Four cases had weight loss.Two cases showed cerebellar symptoms and two cases had hyponatremia.Magnetic resonance imaging scan of the brain showed abnormal signal in two cases,mainly involved medial temporal lobe and the hippocampus.Six cases underwent 18F-fluorodeoxyglucose positron emission tomography-computed tomography (PET-CT) examination,and three cases showed abnormalities,including two with temporal hypermetabolism and one with cortical hypermetabolism.Chest enhanced CT and PET-CT showed thymoma in one case.All cases received immunotherapy,and after treatment their symptoms were improved.Long-term follow-up was performed in nine cases,and three cases relapsed.Conclusions The major clinical manifestations of anti-CASPR2 encephalitis were limbic encephalitis,peripheral nerve hyperexcitability,neuropathic pain,autonomic dysfunction,insomnia and so on.Immunotherapy was effective and some patients may have recurrence.
ABSTRACT
Objective Evaluate the efficiency of scientific research output of the 54 departments in a hospital,to put forward improvement suggestions based on the evaluation results.Methods Select appropriate indicators of scientific input and output,use the Data Envelopment Analysis method to evaluate and analyze the efficiency.Results According to the analysis of DEA,calculate the values of overall efficiency,technical efficiency,scale efficiency and scale income.Then compare and analyze the relative efficiency of different units scientific output,to identify the relatively superior department a mong the various categories.Conclusions According to the evaluation results,to find out the input surplus and insufficient output of each decision units.Then we will put forward suggestions on hospital resource allocation to optimize the scientific input and output,to improve the competitiveness of the hospital,and to activate the potential of each department's scientific research.
ABSTRACT
The sample size of non-inferiority,equivalence and superiority design in clinical trial was estimated by using PASS 11 software.The result was compared with that by using SAS to evaluate the practicability and accuracy of PASS 11 software for the purpose of providing reference for sample size estimation in clinical trial design.
ABSTRACT
Objective In this paper,we analyzed the initial review projects of clinical research during past five years in a hospital,which aims to summarize the experience and analysis existent problems,in order to provide a reference for the future hospital ethics review.Methods Summarizing and analyzing the meeting records during past five years,which were also in the field of the initial review projects of clinical research.Results Clinical trials of drug and divice,and clinical research projects exist in varying degrees of problems,which express in these two aspects:research design and ethical rational.Conclusions Ethics Committee should stengthen review the following two parts,the scientific of research project and the informed consent form.Improve their own system constantly,and ensure the efficient operation of the Ethics Committee.
ABSTRACT
Objective To explore the application of projection pursuit model in anti-assessment on peer reviewer of scientific research project,discussing the rational of this application.Methods Establishing the projection pursuit model of anti-assessment on peer reviewer,with the best projection direction as a weight,making an evaluation on the peer reviewer,and sequencing experts by projection value.Results The projection pursuit model is stable and scientific,the importance of index ranking as correlation coefficient＞ dispersion＞ hit rate＞ synthetic dispersion＞ self dispersion ratio.Conclusions The application of projection pursuit model in anti-assessment on peer reviewer of scientific research project,is reasonable and practicable.
ABSTRACT
The sample size of non-inferiority,equivalence and superiority design in clinical trial was estimated by using PASS 11 software.The result was compared with that by using SAS to evaluate the practicability and accuracy of PASS 11 software for the purpose of providing reference for sample size estimation in clinical trial design.
ABSTRACT
Peer review anti assessment includes the evaluation of expert and index system in two parts.The current status of anti-assessment study mainly focused on expert,much of the index system anti-assessment study reports.As can be seen from the status,the anti-assessment system not yet formed and the application is rare.In urgent need of further research to improve our peer-reviewed scientific research.
ABSTRACT
Objective To evaluate the performance of clinical medicine and joint research projects,funded by Capital Medical Research Fund.Method Data of clinical medicine and joint research projects were obtained from the project of Data analysis and evaluation of Capital Medical Development Scientific Research Fund.Out puts include published papers,undergraduate textbooks,prize,patents,students' trainingsnew techniques and follow-up projects; Each project is considered as an evaluation unit,the grant amount as input indicator.Then Data Envelopment Analysis (DEA),software MaxDEA 5.2 were used to calculate the relative performance of these projects.Result The rate of recovery of questionnaire was 77.70％.Among 115projects,the average score of new technology,prize obtained and patent are less than other output indexes.15 projects have no output,7 projects reached the effectiveness of DEA.11 projects obtained the pure technology efficiency,20 projects obtained scale efficiency.Conclusion The funding for projects in 2005 and 2007 are within the appropriate amount,while funding for some projects are excessive; certain projects have less outputs in personnel trainings,publications,the follow-up projects,published papers and achievements.In order to improve project performance,the quantity of published papers and personnel trainings has to be increased.
ABSTRACT
This article applied stochastic frontier analysis to estimate the efficiency of the 2007 Beijing Medicine Development Foundation,and analyzed the dominant influencing factors of the performance.The following results were found out..(1) The performance of 2007 Beijing Medicine Development Foundation was good in general,however there was a 23％ gap between the actual output and the frontier output.As time passes by,the expected performance will get better.(2) There are large differences existed between various categories of projects and the different levels of institutions and project leaders.The relatively high profile projects,which means large input and more complexity,requires higher level of facility and environmental support,project manager's degree,professional title,while technical efficiency is not obvious for small scale independent innovation projects.
ABSTRACT
It is imperative to apply information technology in the area of management of clinical research so as to ensure the quality of clinical trials and to improve management efficiency.In this study,the based analysis method was the quality function deployment (QFD).This methodology is used to analysis the clinical trials management information system on a hospital directly under the Ministry of Health.It ensured user participation,lay a solid foundation for software engineers on system design.
ABSTRACT
Objective To structure a preliminary indicators system for evaluating the projects of Hospital in finished phase.Methods With Delphi method,collect the experts' opinion of the importance of every item.With AHP (Analytic hierarchy process) method,calculate the weight coefficient of every item.Results The positivity of the experts was fine; The authority coefficient of two rounds were 0.859 and 0.833,the consultation results are reliable; The coordination coefficient of two rounds were 0.254 and 0.553,according to the significance test,p values were less than 0.05,indicating that the results were desirable.According to the score of every item,we got the weight index of every items based on the AHP method.Finally we structure the indicators system including 3 primary indicators and 10 secondary indicators.Conclusion The preliminary results of this study provide a reference for the performance evaluation of projects in finished phase of China-Japan Friendship Hospital.
ABSTRACT
Objective The purpose of this study was to evaluate the written project approval Indexes System of Capital Medical Ddevelopment Research Foundation.We analyzed the approval results of application projects and proposed measures to improve the index system.Methods We evaluated its reliability with Cronbach's alpha coefficient,split-half reliability; validity was evaluated with contract validity and content validity,discrimination was studies according to discretion grouping law,and feasibility was studied with the percentage-of-completion method.Results ① Reliability:Cronbach's alpha coefficient of factor and total scores'and split-half reliability were all over 0.80.②Contract validity:the standard factor loading coefficients of the index system were over 0.70 (range:0.57～0.86),indicating path performed well.All factor loading coefficients were statistical significant (T-values were 30.49～54.25,all were over 1.96).Fit Indexes (RMSEA =0.065、NNFI =0.99、IFI =0.99、CFI =0.99、GFI =0.95、AGFI =0.93、X2 =1028.21、X2/DF =11.82) indicated the system's goodness of fit was good.③ Content validity:Scale-level CVI,S-CVI was 0.97 and Interrater agreement was 0.93,over 0.90,which indicated that indexes system's whole Content validity performed well.Except for the item Academic thought item-level CVI being 0.57 all items' item-level CVI were 1.00.④Discrimination:Discrimination index of every primary index,secondary index and total score ranged from 0.51 to 0.76 (all were over 0.40),meaning that discrimination performed extremely well.Conclusion The indexes system's reliability,contract validity,content validity and discrimination conformed to the actual application projects appraisal results.
ABSTRACT
Objective To evaluate the clinical efficacy and safety between Alprostadil regular therapy in the patients with ischemic stroke. Methods We searched the electronic databases (WANFANG DATA,CNKI,and OVID) in order to obtain the randomized controlled trial (RCT)with interventions of lipo-prostaglandin E1 from January 1,2003 to March 1,2011. The methodological quality of the trials was assessed using four standards:random allocation program,allocation concealment,blind and quit.A meta-analysis of included clinical trials was performed with Revman 5.0 software. Results 13 trials were included and the data were divided into 3 groups by different outcomes,the effective rate(12 trials),the neurological deficit score(CCS,6 trials) and the daily life score (4 trials). Meta-analysis showed that after treatment,there were differences in neurological deficit (OR:-4.76,95％ CI:8.46,-1.06)and daily life(OR:0.95,95％ CI:-1.52,-0.38) between lipo-PGE1 treatment group and regular treatment group.The effective rate were higher in lipo-PGE1 treatment group than in regular treatment group (OR:3.75,95％ CI:2.45,5.75).The improvement in the overall symptoms of ischemic stroke after lipo-PGE1 therapy was better than regular treatment.In the occurrence of adverse reactions,18 cases appeared in lipo-PGEl treatment group(among which 11 cases were vascular stimulating reactions after injection),1 case in regular treatment group. Conclusions Lipo-prostaglandin E1 is an effective drug for ischemic stroke in view of its improvements in cure rate,neurological deficit and activities of daily life.