Characterization of Tumor Responses in Patients with Unresectable Hepatocellular Carcinoma Treated with Lenvatinib in the Phase 3 Randomized Trial: REFLECT
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
Introduction: In REFLECT, lenvatinib was noninferior to sorafenib in terms of overall survival (OS) in patients with unresectable hepatocellular carcinoma (uHCC; median 13.6 vs. 12.3 months; HR 0.92, 95% CI 0.79-1.06). The objective response rate (ORR) with lenvatinib was 18.8% by blinded independent imaging review (IIR) per Response Evaluation Criteria in Solid Tumors version 1.1 (RECIST v1.1); per modified RECIST (mRECIST), the ORR was 40.6%. We sought to further characterize these tumor responses and explore ORR's importance among outcomes for patients with HCC. Methods: Efficacy assessments included all patients randomly assigned to receive lenvatinib treatment (if bodyweight ≥60 kg, 12 mg/day; if <60 kg, 8 mg/day). Time to first objective response (TTR) and duration of response (DOR) included patients who achieved a partial or complete tumor response. Tumors were assessed by IIR per RECIST v1.1 or mRECIST. Results: Four hundred seventy-eight patients were randomly assigned to receive lenvatinib. By IIR, 90 patients (18.8%) achieved an objective response per RECIST v1.1, and 194 (40.6%) had an objective response per mRECIST. Median TTR/DOR were 2.8 months/7.4 months in responders per RECIST v1.1, and 1.9 months/7.3 months in responders per mRECIST, respectively. Per baseline disease characteristics, ORRs by Child-Pugh score (A5/A6) were 21.2%/11.2% per RECIST v1.1 and 42.9%/33.6% per mRECIST, respectively. By baseline alpha-fetoprotein level (<400/≥400 ng/mL), ORRs were 21.4%/15.4% per RECIST v1.1 and 45.6%/33.8% per mRECIST, respectively. Incidences of treatment-related treatment-emergent adverse events were 98.9% in responders per RECIST v1.1 and 97.9% in responders per mRECIST. Conclusions: Responses were seen even in those patients with more severe disease at baseline. Tumor responses occurred early and were durable.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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