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At least 1,621 records · Page 90Linked to original sources
PubMed2001

Systematic reviews of complementary therapies - an annotated bibliography. Part 1: acupuncture.

BACKGROUND: Complementary therapies are widespread but controversial. We aim to provide a comprehensive collection and a summary of systematic reviews of clinical trials in three major complementary therapies (acupuncture, herbal medicine, homeopathy). This article is dealing with acupuncture. Potentially relevant reviews were searched through the register of the Cochrane Complementary Medicine Field, the Cochrane Library, Medline, and bibliographies of articles and books. To be included articles had to review prospective clinical trials of acupuncture; had to describe review methods explicitly; had to be published; and had to focus on treatment effects. Information on conditions, interventions, methods, results and conclusions was extracted using a pretested form and summarized descriptively. RESULTS: From a total of 48 potentially relevant reviews preselected in a screening process 39 met the inclusion criteria. 22 were on various pain syndromes or rheumatic diseases. Other topics addressed by more than one review were addiction, nausea, asthma and tinnitus. Almost unanimously the reviews state that acupuncture trials include too few patients. Often included trials are heterogeneous regarding patients, interventions and outcome measures, are considered to have insufficient quality and contradictory results. Convincing evidence is available only for postoperative nausea, for which acupuncture appears to be of benefit, and smoking cessation, where acupuncture is no more effective than sham acupuncture. CONCLUSIONS: A large number of systematic reviews on acupuncture exists. What is most obvious from these reviews is the need for (the funding of) well-designed, larger clinical trials.

Acupuncture↗
PubMed2003

Systematic review: Abdominal and pelvic surgery in patients with irritable bowel syndrome.

AIM: To systematically review research on the prevalence of abdominal and pelvic surgery in patients with irritable bowel syndrome. METHODS: Computer searches of MEDLINE, EMBASE and Current Contents were performed independently by both investigators to identify appropriate studies. Primary study selection criteria included: (i) population-based samples of adult irritable bowel syndrome patients; (ii) the use of appropriate symptom-based criteria to identify irritable bowel syndrome patients; and (iii) comparison of the prevalence of abdominal and pelvic surgery in irritable bowel syndrome patients vs. control populations. Secondary analysis was performed on published studies of referral populations and case series. RESULTS: Two population-based studies met the primary study selection criteria and revealed an increased prevalence of surgery in irritable bowel syndrome patients vs. controls for cholecystectomy (4.6% vs. 2.4%, respectively; odds ratio, 1.9; 95% confidence interval, 1.2-3.2) and hysterectomy (18% vs. 12%, respectively; odds ratio, 1.6; 95% confidence interval, 1.1-2.2). Secondary analysis revealed an increased prevalence of appendectomy and other abdominal and pelvic surgery in irritable bowel syndrome patients. CONCLUSIONS: Irritable bowel syndrome is associated with a disproportionately high prevalence of abdominal and pelvic surgery, but most studies exhibit sub-optimal study design and do not define the factors causing the increased prevalence of surgery in these patients.

Abdomen↗
PubMedDate not supplied

Phase II and III studies with new drugs for non-small cell lung cancer: a systematic review of the literature with a methodology quality assessment.

We carried out a systematic review of new drugs active in non-small cell lung carcinoma (NSCLC). Fifty five phase II and III trials were reviewed (vinorelbine (19 trials), paclitaxel (15), gemcitabine (11), docetaxel (6), topotecan (2) or irinotecan (2)). The first four ones could be considered as active drugs when given as single agent. More information is required for the camptothecin derivatives. Four phase III randomised studies were available, all concerning vinorelbine. They showed that in combination with cisplatin, vinorelbine improved the response rate and perhaps survival, in comparison to vinorelbine alone and that vinorelbine was better than 5 fluorouracil and vindesine. A quantitative overview was impracticable, because of too few randomised trials. A qualitative overview was carried out using the European Lung Cancer Working Party score. The overall median quality score was 65.3%. There was no statistically significant difference between the drugs, but there was a positive correlation between the score and the number of patients. There was also an improvement of the quality score in favour of the randomised trials. Some important methodological aspects were often missing in the articles. In conclusion, gemcitabine, vinorelbine, paclitaxel and docetaxel are active against NSCLC but more good-quality data are required to define their exact role in the routine.

Antineoplastic Agents↗
PubMed2004

Interventions for basal cell carcinoma of the skin: systematic review.

OBJECTIVES: To assess the effects of treatments for basal cell carcinoma. METHODS: Systematic review of randomised controlled trials. MAIN OUTCOME MEASURE: Recurrence of basal cell carcinoma at three years or beyond, assessed clinically. STUDIES REVIEWED: Randomised controlled trials of interventions for histologically confirmed basal cell carcinoma (published and unpublished material; no language restrictions). RESULTS: 25 studies were identified, covering seven therapeutic categories. Only one study of surgical excision versus radiotherapy contained primary outcome data, which showed significantly more persistent tumours and recurrences in the radiotherapy group compared with surgery (odds ratio 0.09, 95% confidence interval 0.01 to 0.67). One study compared cryotherapy with surgery, with inconclusive results at one year. In a comparison of radiotherapy with cryotherapy, significantly more recurrences occurred at one year in the cryotherapy group. Preliminary studies suggest a short term success rate of 87-88% for imiquimod cream in the treatment of superficial basal cell carcinoma, although this cream has not been compared with surgery. No consistent evidence was found for the other treatment modalities. CONCLUSIONS: Little good quality research has been done on the treatments used for the most common cancer in humans. Most trials have included only people with basal cell carcinoma occurring at low risk sites. Only one trial measured recurrence at four years; recurrence rates at one year should be interpreted with caution. Surgery and radiotherapy seem to be the most effective treatments; surgery showed the lowest failure rates. Other treatments might have some use but need to be compared with surgery.

Antineoplastic Agents↗
PubMed2000

Diagnosis and treatment of chronic abacterial prostatitis: a systematic review.

PURPOSE: The optimal management of chronic abacterial prostatitis is not known. A systematic review of the literature was done to answer the following questions: Are there accurate, reliable tests to diagnose chronic abacterial prostatitis? Are there effective therapies for it? DATA SOURCES: Studies were identified by searching MEDLINE (1966 to 1999), the Cochrane Library, and bibliographies of identified articles and reviews and by contacting an expert STUDY SELECTION: Diagnostic test articles were included if they reported on controlled studies; treatment articles were included if they reported on randomized or controlled trials. No language restrictions were applied. DATA EXTRACTION: For each selected article, two investigators independently extracted key data on study design, patient characteristics, diagnostic test or treatment characteristics, and outcomes. DATA SYNTHESIS: 19 diagnostic test articles and 14 treatment trials met the inclusion criteria The disparity among studies in design, interventions, and other factors precluded quantitative analysis or pooling of the findings. Diagnostic test articles included 1384 men (mean age, 33 to 67 years) and evaluated infection; inflammation, immunology, and biochemistry; psychological factors; and ultrasonography. Treatment trials included 570 men (mean age, 38 to 45 years) and evaluated medications used to treat benign prostatic hyperplasia, anti-inflammatory drugs, antibiotics, thermotherapy, and miscellaneous medications. No trial was done in the United States. CONCLUSIONS: There is no gold-standard diagnostic test for chronic abacterial prostatitis, and the methodologic quality of available studies of diagnostic tests is low. The few treatment trials are methodologically weak and involved small samples. The routine use of antibiotics and alpha-blockers to treat chronic abacterial prostatitis is not supported by the existing evidence.

Adult↗
PubMed2005

A systematic review of the effects of early intervention on motor development.

We present a systematic review on the effect of early intervention, starting between birth and a corrected age of 18 months, on motor development in infants at high risk for, or with, developmental motor disorders. Thirty-four studies fulfilled the selection criteria. Seventeen studies were performed within the neonatal intensive care unit (NICU) environment. Eight studies had a high methodological quality. They evaluated various forms of intervention. Results indicated that the Newborn Individualized Developmental Care and Assessment Program (NIDCAP) intervention might have a temporary positive effect on motor development. Twelve of the 17 post-NICU studies had a high methodological quality. They addressed the effect of neurodevelopmental treatment (NDT) and specific or general developmental programmes. The results showed that intervention in accordance with the principles of NDT does not have a beneficial effect on motor development. They also indicated that specific or general developmental programmes can have a positive effect on motor outcome. We concluded that the type of intervention that might be beneficial for infants at preterm age differs from the type that is effective in infants who have reached at least term age. Preterm infants seem to benefit most from intervention that aims at mimicking the intrauterine environment, such as NIDCAP intervention. After term age, intervention by means of specific or general developmental programmes has a positive effect on motor development.

Age Factors↗
PubMed2002

Seizure-like phenomena and propofol: a systematic review.

Data on seizure-like phenomena (SLP) in patients receiving propofol were systematically reviewed. Reports had to provide detailed information on SLP in individual patients who received propofol. Phenomena were classified according to the time point of their occurrence during anesthesia or sedation (induction, maintenance, emergence, delayed [>30 minutes after emergence]) and their clinical presentation (generalized tonic-clonic seizures, focal motor seizures, events presented as increased tone with twitching and rhythmic movements not perceived as generalized tonic-clonic seizures, opisthotonos, involuntary movements). In 70 patients without epilepsy, SLP happened during induction in 24 (34%), during maintenance in two (3%), during emergence in 28 (40%), and was delayed in 16 (23%). Most frequent clinical presentations of SLP were generalized tonic-clonic seizures in 30 patients (43%), events presented as increased tone with twitching and rhythmic movements not perceived as generalized tonic-clonic seizures in 20 (36%), and involuntary movements in 11 (16%). Of 11 patients with epilepsy, seven (64%) had generalized tonic-clonic seizure during emergence. Of all 81 patients, 26 (32%) only had an EEG, and 12 (15%) only a neurologic consultation. SLP may happen in patients with or without epilepsy receiving propofol. The time point of the occurrence of SLP suggests that a change in cerebral concentration of propofol may be causal. To confirm this hypothesis, to estimate the prevalence of propofol-related SLP, and to identify patients at risk, data of higher quality are needed.

Adolescent↗
PubMed2005

[Treatment of acute retinal necrosis: systematic review].

PURPOSE: The purpose of this study was to identify, according to an systematic review, the best treatment for acute retinal necrosis. METHODS: Following the methodologic guidance of the Cochrane Collaboration and its editorial subgroup "Eye and Vision Group", using search strategy for study identification, articles about the treatment of acute retinal necrosis were selected. RESULTS: 146 bibliographic references were selected, 13 studies were considered relevant. Among them 2 were considered to follow the inclusion criteria. The first study tested the possibility of using intravenous acyclovir associated with corticosteroids, protecting contralateral eye from being affected. Fifty-four patients who reported unilateral acute retinal necrosis have been studied, 31 treated and 23 not treated, the disease occurring in the contralateral eye in 12.9% of the patients of the treated group and in 69.5% of the patients in the non-treated group. The second study considered treatment with photocoagulation with argon laser to prevent retinal detachment, that was observed in 57.1% of the eyes. The second included study disclosed 19 eyes affected by acute retinal necrosis, considering that 12 of these eyes were treated with photocoagulation with argon laser to prevent retinal detachment. Among the 12 eyes, 2 developed retinal detachment (16.6%) while, in the non-treated group, 7 eyes, 4 developed retinal detachment (57.1%). CONCLUSION: The author concludes that both types of proposed interventions have proven to be effective. However, once the mentioned studies are methodologically considered weak, it is necessary to perform randomized clinical trials with the purpose of establishing the most suitable treatment for acute retinal necrosis.

Acyclovir↗
PubMed2006

Chlamydial and gonococcal reinfection among men: a systematic review of data to evaluate the need for retesting.

This study aimed to systematically review and describe the evidence on chlamydia and gonorrhoea reinfection among men, and to evaluate the need for retesting recommendations in men. PubMed and STI conference abstract books from January 1995 to October 2006 were searched to identify studies on chlamydia and gonorrhoea reinfection among men using chlamydia and gonorrhoea nucleic acid amplification tests or gonorrhoea culture. Studies were categorised as using either active or passive follow-up methods. The proportions of chlamydial and gonococcal reinfection among men were calculated for each study and summary medians were reported. Repeat chlamydia infection among men had a median reinfection probability of 11.3%. Repeat gonorrhoea infection among men had a median reinfection probability of 7.0%. Studies with active follow-up had moderate rates of chlamydia and gonorrhoea reinfection among men, with respective medians of 10.9% and 7.0%. Studies with passive follow-up had higher proportions of both chlamydia and gonorrhoea reinfections among men, with respective medians of 17.4% and 8.5%. Proportions of chlamydia and gonorrhoea reinfection among men were comparable with those among women. Reinfection among men was strongly associated with previous history of sexually transmitted diseases and younger age, and inconsistently associated with risky sexual behaviour. Substantial repeat chlamydia and gonorrhoea infection rates were found in men comparable with those in women. Retesting recommendations in men are appropriate, given the high rate of reinfection. To optimise retesting guidelines, further research to determine effective retesting methods and establish factors associated with reinfection among men is suggested.

Chlamydia Infections↗
PubMed2005

Systematic review: regression of lymphoproliferative disorders after treatment for hepatitis C infection.

AIM: To systematically review the experience of therapeutic studies where alpha-interferon with or without ribavirin was administered to patients with lymphoproliferative disorders, in order to evaluate whether eradication of hepatitis C virus may induce regression of lymphoproliferative disorders. METHODS: We used bibliographical searches in electronic databases and in the Cochrane Library to determine our results. RESULTS: Sixteen studies where an anti-viral regimen was administered to 65 hepatitis C virus-infected patients with lymphoproliferative disorders were identified. Complete remission of the lymphoproliferative disorder was achieved in 75% of the cases. In contrast, hepatitis C virus-negative subjects did not respond to interferon, indicating that the response in the hepatitis C virus-infected patients is not merely due to the antiproliferative effect of interferon. Remission after HCV eradication was maintained, provided that infection did not reappear. In hepatitis C virus-infected patients with non-Hodgkin's lymphoma treated with corticosteroids/chemotherapy liver function tests deterioration did not occur. The addition of interferon to standard chemotherapy may decrease hepatic side-effects of chemotherapy. CONCLUSIONS: Although it is evident that larger therapeutical trials of anti-viral therapy are needed to determine the role of this strategy in hepatitis C virus-infected patients with lymphoproliferative disorders, encouraging data emerge from recent studies showing that interferon (plus ribavirin) is an attractive therapeutic option for some hepatitis C virus-related low-grade lymphomas.

Antiviral Agents↗
PubMed2003

Systematic review: Rabeprazole-based therapies in Helicobacter pylori eradication.

AIM: To perform a systematic review of the efficacy of rabeprazole-based therapies in Helicobacter pylori eradication, and to conduct a meta-analysis comparing the efficacy of rabeprazole and other proton pump inhibitors when co-prescribed with antibiotics. METHODS: Studies evaluating rabeprazole plus antibiotics were considered. Only randomized trials comparing rabeprazole and other proton pump inhibitors with antibiotics, and differing only in the proton pump inhibitor, were included in the meta-analysis. Electronic and manual bibliographic searches were conducted. The percentage (weighted mean) of successful eradication was calculated. Meta-analysis was performed by combining the odds ratios (OR) of the individual studies. RESULTS: The eradication rates were as follows: 14-day rabeprazole-amoxicillin, 73%; rabeprazole-amoxicillin-clarithromycin for 3, 5, 7 and 10 days, 44%, 72%, 78% and 75%, respectively; low-dose rabeprazole (20 mg/day), amoxicillin and clarithromycin for 7 days, 81%; high-dose rabeprazole (40 mg/day), amoxicillin and clarithromycin for 7 days, 75%; 7-day rabeprazole-clarithromycin-nitroimidazole, 85%. Twelve comparative studies were included in the meta-analysis. The eradication rate with rabeprazole plus antibiotics was 79%; it was 77% with other proton pump inhibitors (OR = 1.15; 95% confidence interval, 0.93-1.42). Sub-analysis comparing rabeprazole at low doses (10 mg b.d.) with other proton pump inhibitors at standard doses (omeprazole 20 mg b.d. or lansoprazole 30 mg b.d.) showed no differences. CONCLUSIONS: Rabeprazole achieves similar H. pylori eradication rates to omeprazole and lansoprazole when co-prescribed with antibiotics. Low doses of rabeprazole (10 mg b.d.), when administered with two antibiotics, may be sufficient to eradicate H. pylori infection.

2-Pyridinylmethylsulfinylbenzimidazoles↗
PubMed1997

Conservative treatment of acute and chronic nonspecific low back pain. A systematic review of randomized controlled trials of the most common interventions.

STUDY DESIGN: A systematic review of randomized controlled trials. OBJECTIVES: To assess the effectiveness of the most common conservative types of treatment for patients with acute and chronic nonspecific low back pain. SUMMARY OF BACKGROUND DATA: Many treatment options for acute and chronic low back pain are available, but little is known about the optimal treatment strategy. METHODS: A rating system was used to assess the strength of the evidence, based on the methodologic quality of the randomized controlled trials, the relevance of the outcome measures, and the consistency of the results. RESULTS: The number of randomized controlled trials identified varied widely with regard to the interventions involved. The scores ranged from 20 to 79 points for acute low back pain and from 19 to 79 points for chronic low back pain on a 100-point scale, indicating the overall poor quality of the trials. Overall, only 28 (35%) randomized controlled trials on acute low back pain and 20 (25%) on chronic low back pain had a methodologic score of 50 or more points, and were considered to be of high quality. Various methodologic flaws were identified. Strong evidence was found for the effectiveness of muscle relaxants and nonsteroidal anti-inflammatory drugs and the ineffectiveness of exercise therapy for acute low back pain; strong evidence also was found for the effectiveness of manipulation, back schools, and exercise therapy for chronic low back pain, especially for short-term effects. CONCLUSIONS: The quality of the design, execution, and reporting of randomized controlled trials should be improved, to establish strong evidence for the effectiveness of the various therapeutic interventions for acute and chronic low back pain.

Acute Disease↗
PubMed2004

A systematic review of holmium laser prostatectomy for benign prostatic hyperplasia.

PURPOSE: We undertook a systematic review to assess the safety and efficacy of holmium laser prostatectomy compared to transurethral resection of the prostate. MATERIALS AND METHODS: We searched literature databases through August 2002. Holmium laser studies, including holmium laser resection of the prostate (HoLRP) and holmium laser enucleation of the prostate (HoLEP), of any design, and the transurethral prostatectomy (TURP) arms of randomized controlled trials (RCTs) with sample sizes greater than 50 patients, date restricted to 1995 onward, were included for comparison. RESULTS: Three RCTs comparing HoLRP and TURP, and 2 RCTs comparing HoLEP and TURP were identified. For each of the holmium procedures there was also 1 nonrandomized comparative study and a number of case series (HoLRP 13, HoLEP 10). With the exception of 1 randomized trial the quality of the available evidence was poor, with the other RCTs lacking information regarding methods of randomization, allocation concealment and blinding. The majority of studies were characterized by relatively short followup periods and significant losses to followup. In terms of safety the data suggest that the holmium laser procedures are superior to TURP with regard to a number of key indicators of blood loss (transfusion rates, postoperative bladder irrigation, duration of catheterization and length of hospital stay), although amount of blood loss was rarely reported. In terms of efficacy the holmium laser procedures appear to be similarly effective to TURP in relieving the symptoms of benign prostatic hyperplasia. CONCLUSIONS: Holmium laser prostatectomy is at least as effective as TURP for managing the symptoms of benign prostatic hyperplasia. However, at the present time the long-term durability of the holmium procedures with respect to TURP cannot be determined due to a lack of published studies with sufficient followup.

Holmium↗
PubMed2005

Antipsychotics for behavioural and psychological problems in elderly people with dementia: a systematic review of adverse events.

OBJECTIVE: Although antipsychotics are important in the treatment of behavioural and psychological symptoms of dementia (BPSD), they have moderate efficacy and often cause adverse events. Recent safety warnings about increased frequency of cerebrovascular adverse events in elderly patients who use atypical antipsychotics mean that physicians now face a dilemma when weighing the benefits and risks of use of antipsychotics in this patient group. This study systematically reviews the reporting of adverse events of antipsychotics used to treat BPSD in randomised, controlled trials (RCTs). METHODS: We searched the MEDLINE, EMBASE, PsychInfo and CINAHL databases (search period 1980 or 1986-April 2005) and the Cochrane controlled trials register (2005) for RCTs that used intention-to-treat analysis to evaluate the efficacy and harms of antipsychotics used to treat BPSD. Two independent reviewers assessed the reporting of adverse events. RESULTS: Screening of 930 abstracts identified 12 eligible RCTs (2809 patients). Most participants were elderly people (mean age 80 years) with Alzheimer's, vascular or mixed dementia. Studies lasted from 3 to 16 weeks. Adverse events, though common, were described heterogeneously and incompletely. No RCT fulfilled all Consolidated Standards of Reporting Trials requirements for the reporting of harms. Atypical antipsychotics caused fewer extrapyramidal symptoms and less somnolence than typical antipsychotics, but these differences disappeared when dosages were increased. Only one trial reported cerebrovascular adverse events, with a number needed to harm of 14 (95% CI 8, 41). CONCLUSIONS: At lower doses atypical antipsychotics may cause fewer adverse events in the treatment of BPSD, but there is uncertainty about their cerebrovascular safety profile. The RCTs included in this systematic review described adverse events too incompletely and heterogeneously to allow generation of clear treatment recommendations, and they do not provide sufficient evidence to support recent safety warnings. Better reporting on harms in RCTs is needed to enable rational treatment decisions with respect to use of antipsychotics for BPSD.

Aged↗
PubMed2001

Immunomodulatory drugs for multiple sclerosis: a systematic review of clinical and cost effectiveness.

Uncertainties about the clinical and cost effectiveness of immunomodulatory drugs for multiple sclerosis (MS), as well as concerns about funding treatment, continue to influence their use. The National Institute for Clinical Excellence (NICE) in England and Wales has been appraising the evidence on the clinical and cost effectiveness of IFN-beta and glatiramer to provide guidance to the NHS. It has proved a difficult task. This paper is an update of our systematic review which assesses the evidence on the clinical and cost effectiveness of a range of immunomodulatory drugs for MS, including azathioprine, IFN-beta, cladribine, cyclophosphamide, glatiramer, intravenous immunoglobulin (IVIg), methotrexate and mitoxantrone. Searches of electronic databases (such as Medline, Embase and the Cochrane Library) and bibliographies of related papers, as well as consultation with experts, for systematic reviews of randomised controlled trials (RCTs) and direct reports of RCTs revealed 26 studies of clinical effectiveness and eight economic evaluations that met the criteria for inclusion. The quality of the evidence was often poor, affected by methodological limitations. Evidence on the clinical effectiveness of immunomodulatory drugs showed some clinical effect, with reductions in relapse rates and/or progression to disability for people with MS. However, benefits from these drugs may be lessened by side effects. Assessment of cost effectiveness was limited to IFN-beta and glatiramer, showing that any benefit from these drugs was achieved at very high cost. The inadequacies in the evidence of clinical and cost effectiveness on some immunomodulatory drugs for the treatment of people with MS necessitate further rigorous RCTs and comparative economic evaluations of different alternatives.

Azathioprine↗
PubMed2026

Machine learning vs. traditional methods for predicting postoperative cardiac complications after non-cardiac surgery: a systematic review and Bayesian network meta-analysis.

INTRODUCTION: Accurate prediction of peri-operative cardiac complications is critical to optimise pre-operative decision-making. Traditional risk prediction scores, such as the Revised Cardiac Risk Index, show only modest discrimination. Machine learning can model complex, non-linear relationships but their predictive performance compared with traditional scores remains unclear. METHODS: We performed a systematic review and Bayesian network meta-analysis. The primary outcome was postoperative adverse cardiac events following non-cardiac surgery. Prediction models were assessed relative to the Revised Cardiac Risk Index. As many studies evaluated multiple versions of each model type, the highest performing ('best version') and lowest performing ('worst version') results were analysed. Models were ranked using the surface under the cumulative ranking curve (SUCRA). RESULTS: Thirteen studies evaluating 54 models and 927,113 patients were included. Machine learning approaches generally outperformed traditional risk scores. Automated machine learning ranked highest (SUCRA 96.6) showed the greatest improvement in the best version analysis (mean difference (MD) 0.28 (95%CrI 0.16-0.40)) and remained superior in the sensitivity analysis (MD 0.30 (95%CrI 0.14-0.45)). Gradient boosting models showed superior performance over the Revised Cardiac Risk Index across analysis (best version: MD 0.20 (95%CrI 0.14-0.26), worst version: MD 0.18 (95%CrI 0.12-0.25), SUCRA 82.4). The Gupta Perioperative Risk for Myocardial Infarction or Cardiac Arrest score outperformed the Revised Cardiac Risk Index in the best version analysis (MD 0.16 (95%CrI 0.01-0.32)). Between-study heterogeneity was low. None of the included studies externally validated their machine learning models and only six were judged to be at low risk of bias. DISCUSSION: Most machine learning models showed better discrimination than traditional risk scores, with automated machine learning and gradient boosting models ranking highest. However, study quality, calibration reporting and absence of external validation limit immediate clinical adoption. Prospective, multicentre evaluation is required before integration of these models into peri-operative practice.

Humans↗
PubMed1999

[Systematic reviews on infectious diseases. The Cochrane Collaboration].

BACKGROUND: Theoretically, doctors update their knowledge from the scientific literature, and bibliographic databases have made it possible to overcome many of the limitations with this information, but not all of them. When faced with a therapeutic issue, the practice of evidence based medicine requires the efficient access to information derived from controlled clinical trials (CCT). Reviews of the scientific literature are of increasing importance. The Cochrane Collaboration is dedicated to preparing, maintaining and disseminating updated, systematic reviews of CCTs of health care interventions, which are published in the Cochrane Library. OBJECTIVE: To describe the Cochrane Collaboration and to locate, with the greatest exhaustiveness possible, CCTs published in the journals "Enfermedades Infecciosas y Microbiología Clínica", describe their characteristics and include them in a global database of clinical trials maintained by the Cochrane Collaboration. METHODS: The CCTs were identified by systematic manual searches of all issues of the journal. A descriptive analysis of the CCTs located was made. RESULTS: A total of 24 CCTs were published in 15 years (1.6 per year), 10 were original articles and 14 were communications at congresses. All were done in Spain and the majority were done in hospitals. The most frequently researched question was antibiotic prophylaxis and all evaluated pharmaceutical interventions. The majority of the CCTs published had important information missing (phase of study, randomization, blinding, etc.). CONCLUSIONS: The identification of CCTs is a prerequisite for the development of systematic reviews. There were few clinical trials published in the 15 years of publication of this journal, and the most common characteristic is, clearly, the absence of basic data. The most common is a lack of on the phase of the clinical trial, the follow-up period, and funding sources. The idea of what experimental clinical investigation in infectious diseases is in our country needs to include the identification of CCTs published in other Spanish and international journals.

Bibliometrics↗