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Record W3081216235 · doi:10.7759/cureus.10011

Case of Complete Remission from Palliative Radiation in Extensive Stage Small Cell Lung Cancer With Large Brain Metastasis Nine Years After Diagnosis: Cure Is Possible

2020· article· en· W3081216235 on OpenAlexaff
Ming Pan

Bibliographic record

VenueCureus · 2020
Typearticle
Languageen
FieldMedicine
TopicLung Cancer Research Studies
Canadian institutionsWindsor Regional Hospital
Fundersnot available
KeywordsMedicineRadiation therapyStage (stratigraphy)AsymptomaticLung cancerBrain metastasisMetastasisRadiologyChemotherapyPalliative chemotherapyCraniotomyProphylactic cranial irradiationPalliative careCancerOncologySurgeryInternal medicine

Abstract

fetched live from OpenAlex

Extensive stage small cell lung cancer (ES-SCLC) with symptomatic brain metastasis (BM) carries very poor prognosis with a median survival of only three to four months. This case shows the potential benefit of offering aggressive multimodality treatment to achieve the best quality of life and to improve survival. A complete response (CR) was achieved following craniotomy, whole brain irradiation (WBI), palliative chemotherapy, and palliative consolidative thoracic radiotherapy (CTRT) for ES-SCLC with large symptomatic BM. There was no residual cancer or further metastasis seen on CT imaging. The patient remains cancer free and asymptomatic nine years after the initial diagnosis.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.047
GPT teacher head0.351
Teacher spread0.304 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2020
Admission routes1
Has abstractyes

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