Objective To explore the application value of artificial intelligence in medical research assistance, and analyze the key paths to achieve precise execution of model instructions, improvement of model interpretation completeness, and control of hallucinations. Methods Taking esophageal cancer research as the scenario, five types of literature including research articles, case reports, reviews, editorials, and guidelines were selected for model interpretation tests. The model performance was systematically evaluated from five dimensions: recognition accuracy, format accuracy, instruction execution accuracy, content reliability rate, and content completeness index. The performance differences of Ruibin Agent, GPT-4o, Claude 3.7 Sonnet, DeepSeek V3, and DouBao-pro models in medical literature interpretation tasks were compared. Results A total of 15 studies were included, with 3 studies of each type. The five models collectively conducted 1 875 tests. Due to the poor recognition accuracy of the editorial type, the overall recognition accuracy of Ruibin Agent was significantly lower than other models (92.0% vs. 100.0%, P＜0.001). In terms of format accuracy, Ruibin Agent was significantly better than Claude 3.7 Sonnet (98.7% vs. 92.0%, P=0.002) and GPT-4o (98.7% vs. 78.9%, P＜0.001). In terms of instruction execution accuracy, Ruibin Agent was better than GPT-4o (97.3% vs. 80.0%, P＜0.001). In terms of content reliability rate, Ruibin Agent was significantly lower than Claude 3.7 Sonnet (84.0% vs. 92.0%, P=0.010) and DeepSeek V3 (84.0% vs. 94.7%, P＜0.001). In terms of content completeness index, the median scores of Ruibin Agent, GPT-4o, Claude 3.7 Sonnet, DeepSeek V3, and DouBao-pro were 0.71, 0.60, 0.85, 0.74, and 0.77, respectively. Conclusion Ruibin Agent has significant advantages in terms of formatted interpretation of medical literature and instruction execution accuracy. In the future, it is necessary to focus on optimizing the recognition ability of editorial types, strengthening the coverage ability of core elements of various types of literature to improve interpretation completeness, and improving content reliability through optimizing the confidence mechanism to ensure the rigor of medical literature interpretation.

Objective To compare the tumor characteristics and survival between postoperative incidentally discovered gallbladder cancer (ID-GBC) and preoperatively suspected gallbladder cancer (PS-GBC).Methods The data of 276 GBC patients who underwent surgical resection with curative intent between January 2004 and December 2014 at the Eastern Hepatobiliary Surgery Hospital were retrospectively analyzed.Results The 1-,3-,and 5-year cumulative survival rates of the ID-GBC group (88.8％,52.2％,and 33.0％,respectively) were significantly better than those in the PS-GBC group (57.5％,25.7％,and 16.6％,P ＜ 0.05).In the ID-GBC group,multivariate analysis revealed that T staging,hepatic invasion and time interval from cholecystectomy to re-operation were independent prognostic factors.The overall survival (OS) in the group with the time interval within 2 weeks was significantly better than those in the other two groups (both P ＜ 0.05).However,there were no significant differences in OS between the groups with the time interval of 2 weeks to 1 month and more than 1 month (P ＞ 0.05).Conclusions Postoperative ID-GBC had significantly better survival outcomes than PS-GBC.Reoperation within two weeks in patients with ID-GBC is a good strategy.

Objective To clarify the characteristics and postoperative benefit of gallbladder carcinoma in elderly patients (≥ 65 years old).Methods Two hundred and seventy-three patients of gallbladder carcinoma were collected,who were treated intent resection from January 2004 to December 2012 in the Department of Hepatobiliary Surgery,Eastern Hepatobiliary Hospital,Second Military Medical University.More than 65 years old was defined as the elderly,else was defined as the younger.The clinical-pathological features and prognosis of 85 elderly patients(elderly group) and 188 younger patients (younger group) were retrospectively analyzed.The survival of patients were followed up by telephone or outpatient.The incidence of hypertension,incidence of diabetes,TNM staging,and median CA19-9 were compared between the two groups.Continuous variables using a two-sample t test or Mann-Whitney U test.Categorical variables were compared by the Chi-square test or Fisher probability method.The survival curve was drawn by the Kaplan-Meier method.The univariate analysis and multivariate analysis of prognosis were respectively done using the Log-rank test and COX regression model.Results The incidence of hypertension,incidence of diabetes,TNM stage ratio (Ⅲ + Ⅳ/Ⅰ + Ⅱ),and CA19-9 median in the elderly group were 30.6％,11.8％,27.6 and 69.3 U/ml,respectively.The differences in the younger group were 13.8％,4.8％,7.9 and 28.2 U/ml,respectively,with statistically significant difference between the two groups (all P ＜ 0.05).The incidence of complications was 54.1％ in the elderly group and 48.9％ in the younger group,with no significant difference between the two groups (P =0.302).The median survival of the elderly group was 28.01 months,and the median survival of the younger group was 36.20 months,with no statistical difference between the two groups (P =0.131).Cox analysis showed that independent prognostic risk factors for the elderly patients with gallbladder cancer included liver invasion (HR =2.386,95％ CI:1.379-4.127,P =0.002) and lymph node metastasis (HR =1.866,95 ％ CI:1.100-3.167,P =0.021).Conclusions Radical resection is safe and feasible for elderly patients with gallbladder carcinoma.Age is not a contraindication for surgery.Radical resection can get the same benefits as young people.Liver invasion and lymph node metastasis are independent risk factors affecting the prognosis of the elderly patients with gallbladder carcinoma.

Objective Zika virus disease is an acute infectious disease caused by Zika virus transmitted through Aedes mosquitoes. To explore the therapeutic effect of integrated traditional Chinese and Western Medicine for Zika virus disease, the treatment process of the first imported case in China was reviewed. Methods The first imported Zika virus disease in China was admitted to Ganxian People's Hospital in Jiangxi Province on February 6th, 2016, and the patient received isolation treatment for 9 days and cured later. The effect of antiviral treatments including Xiyanping injection was evaluated based on clinical diagnosis and treatment process of the patient. Results A 34-year old male patient was admitted with chief complaint of fever for 9 days, orbital pain and itching rash for 4 days on February 6th, 2016. ① Epidemiological characteristics: the patient was bitted by mosquitoes during his business trip in Venezuela since January 1st, where Zika virus disease was spreading. On January 20th he had dizziness without fever, and the symptom disappeared after taking medicines without details. Paroxysmal dizziness, chills and mild fever without myalgia was experienced on January 28th. On February 3rd small red rash appeared in the neck, spreading to anterior part of chest, limbs and trunk, and the fever, fatigue, nausea was continued, and a new symptom of paroxysmal pain in back of ears and orbits appeared, during which he had not go to hospital. The symptoms relieved on February 4th. He returned to Ganxian County on February 5th, he had yellow stool 3 times with normal temperature, without abdominal pain, and red rash still appeared in the neck. He went to Ganxian People's Hospital on February 6th, 2016. ② Clinical manifestation: the vital signs showed a temperature of 36.8 ℃, a pulse rate of 80 bpm, a respiratory rate of 20 bpm, and a blood pressure of 110/70 mmHg (1 mmHg = 0.133 kPa). It was showed by physical examination that red rash appeared in the neck, and no superficial enlarged lymph nodes were found. Bilateral conjunctival congestion was obvious, physiological reflex existed and pathological reflex was not found. ③ Auxiliary lab test and examination: no abnormal finding were revealed throughout examination and laboratory tests, including routine blood test, liver function, renal function, serum myocardial enzyme, electrolyte, blood sugar, C-reactive protein (CRP), troponin I (TnI), and procalcitonin (PCT), except slight prolongation in activated partial thromboplastin time (APTT, 38.6 s) on February 6th; and slightly dense shadow in left lung in lung CT scan, considering inflammatory changes and slight emphysema (especially in the left lower lung) as well as bilateral renal calculus on February 8th. No significant abnormalities were found in electrocardiogram and B ultrasound test of liver, spleen, and pancreas. ④ Virus confirmation: Zika virus nucleic acid was positive reported by Jiangxi Province Center for Disease Control and Prevention (CDC) on February 7th and Chinese CDC on February 9th, respectively, though Dengue virus were negative reported by Ganzhou CDC on February 6th. Right after the first diagnosis, anyone who had been in close contact with the patient received medical monitoring. ⑤Treatment process: on February 6th, symptomatic treatment was prescribed since admitted into the infectious isolation wards and daily intravenous drip of Xiyanping injection 250 mg was prescribed for antiviral therapy. On February 7th, the patient had no fever, with occasional chills, neck rash was disappeared, orbital pain relieved and bilateral conjunctival hyperemia range was paler and narrowed, and his condition improved. Ibuprofen was administered for defervesce 3 times a day when his temperature reached to 37.5 ℃ at 16:00. On February 8th, the patient had no fever, times of chills was significantly reduced, without myalgia and rash, orbital pain and conjunctival hyperemia further recovered. On February 9th, bilateral eyes slightly tingling, mild conjunctival congestion, no fever chills or other discomfort was found. The chloramphenicol eye drops was prescribed for relieving sting pain with conjunctival congestion twice a day as recombinant human interferon alpha eye drops was out of store. The patient was comfortable from February 11th to February 13th. Blood and urine test for Zika were reported negative by the Chinese CDC and Jiangxi Province CDC. Because all the discharge criteria were satisfied, the patient was discharged on February 14th. Conclusions At present, there is no specific effective drug to prevent and treat Zika virus disease effectually. After receiving symptomatic treatment and antiviral treatments including Xiyanping injection, the patient's symptoms were relieved. Zika virus nucleic acid in blood and urine was negative. The patient was discharged. Combination of traditional Chinese medicine and Western medicine maybe a good method to prevent and treat Zika virus disease.

To established an effective GC-MS /MS method for the contents determination of the residual DEHP in injection equipment, and investigate the effect of the pretreatment on the measurement. To simulate the clinical conditions of use, under the condition of 37 degrees C balance extraction, extract liquor by chloroform extraction, then the extract followed by analysis of GC-MS /MS. The method was simple, rapid, sensitive and accurate. The limits of quantitation (LOQ, S/N = 5) of cyclohexanone was 0.075 μg/mL, The spiked average recoveries ranged from 92% to 98%. The relative standard deviations (RSDs) of the method ranged from 1.01% to 1.61%, The method was simple, fast, sensitive and accurate, and may serve as a mass control method for residual DEHP in injection equipment.
Cyclohexanones ; chemistry ; Diethylhexyl Phthalate ; chemistry ; Equipment Contamination ; Gas Chromatography-Mass Spectrometry ; Injections ; instrumentation ; Limit of Detection ; Plasticizers ; chemistry

To established an effective GC-MS /MS method for the contents determination of the residual DEHP in injection equipment, and investigate the effect of the pretreatment on the measurement. To simulate the clinical conditions of use, under the condition of 37oC balance extraction, extract liquor by chloroform extraction, then the extract folowed by analysis of GC-MS /MS. The method was simple, rapid, sensitive and accurate. The limits of quantitation( LOQ, S/N = 5) of cyclohexanone was 0.075mg/mL, The spiked average recoveries ranged from 92% to 98%.The relative standard deviations( RSDs) of the method ranged from 1.01% to 1.61%, The method was simple, fast,sensitive and accurate,and may serve as a mass control method for residual DEHP in injection equipment.

An effective GC method was established for contents determination of the residual solvent of cyclohexanone in infusion sets for single use. The cyclohexanone in infusion sets for single use products were extracted with circular pump, using ethylalcohol as the extraction solven, then the extract followed by analysis of gas chromatography-tandem mass spectrometry. The method was simple, rapid, sensitive and accurate, Cyclohexanone showed good linearity in the range of (5.5-190.9) μg/mL, the correlation coefficient was 0.999 0, the detection limit (S/N = 3) was 0.133 μg/mL and limits of quantitation (S/N = 10) was 1.33 μg/mL. The spiked average recoveries ranged from 98% to 99%. The relative standard deviations (RSDs) of the method ranged from 1.03% to 1.98%. The method was simple, fast, sensitive and accurate, and may serve as a mass control method for residual cyclohexanone in disposable infusion sets for single use.
Cyclohexanones ; analysis ; Disposable Equipment ; standards ; Gas Chromatography-Mass Spectrometry ; Solvents ; analysis

An effective GC method was established for contents determination of the residual solvent of cyclohexanone in infusion sets for single use, The cyclohexanone in infusion sets for single use products were extracted with circular pump, using ethylalcohol as the extraction solven, then the extract folowed by analysis of gas chromatography-tandem mass spectrometry, The method was simple, rapid, sensitive and accurate, Cyclohexanone showed good linearity in the range of (5.5~190.9)mg/mL, the correlation coefficient was 0.999 0, the detection limit (S/N=3) was 0.133mg/mL and limits of quantitation(S/N=10) was 1.33mg/mL, The spiked average recoveries ranged from 98% to 99%. The relative standard deviations( RSDs) of the method ranged from 1.03% to 1.98%. The method was simple, fast, sensitive and accurate,and may serve as a mass control method for residual cyclohexanone in disposable infusion sets for single use.