Comparison of the effectiveness and safety between endoscope-assisted and traditional open surgery in the treatment of thyroid micropapillary carcinoma: A meta-analysis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Endoscopic thyroidectomy (ET), a surgical procedure widely accepted by surgeons, has been proven to be feasible. The aim of this systematic review is to evaluate the effectiveness and safety of ET compared to conventional open thyroidectomy (COT) in the treatment of papillary thyroid microcarcinoma (PTMC) through a meta-analysis. Medical literature databases, including PubMed, Embase, Cochrane Library, CBM,CNKI, Wanfang, and VIP, were systematically searched for relevant studies on ET and COT for the treatment of PTMC. The search period was from January 2000 to June 2023. Two researchers independently performed literature screening and data extraction according to the inclusion and exclusion criteria, and the Newcastle-Ottawa Scale (NOS) was used to assess the quality of the included studies. Meta-analysis was conducted using Revman 5.3 software. Six studies were eventually included, involving a total of 440 patients with PTMC. The meta-analysis results demonstrated that the ET group had shorter incision length (MD = -2.96, 95 % CI: -4.27 to -1.65, P < 0.05) and less intraoperative blood loss (MD = -18.06, 95 % CI: -32.76 to -3.37, P = 0.02 < 0.05). There was no statistically significant difference between the two groups in terms of operative time (MD = -0.83, 95 % CI: -19.64 to 17.98, P = 0.93 > 0.05), lymph node dissection (MD = 1.03, 95 % CI: -1.47 to 3.54, P = 0.42 > 0.05), postoperative hospital stay (MD = -0.96, 95 % CI: -2.00 to 0.08, P = 0.07 > 0.05), and transient recurrent laryngeal nerve paralysis (OR = 3.32, 95 % CI: 0.65 to 16.90, P = 0.15 > 0.05). Compared with COT, ET has the advantages of shorter incision length, less intraoperative blood loss, better prognosis and comparable safety, making it a worthy choice for clinical application.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.009 | 0.004 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it