Aproximación a la bibliografía cubana sobre endocrinología
Bibliographic record
Abstract
Se presenta un inventario de gran parte de la literatura cubana sobre endocrinología, que abarca desde 1840 hasta 1959, y que constituye una aproximación a toda la bibliografía de la materia generada en la isla durante ese período. Este inventario consta de una sección bibliográfica en la que aparecen -en orden cronológico y en el estilo Vancouver- 150 referencias de artículos publicados en diversas revistas médicas cubanas, editadas durante la época objeto de estudio. Asimismo dispone de una sección de autores, en la que se brinda una relación alfabética de los firmantes de los trabajos consignados en la sección bibliográfica. También cuenta con una sección temática, que contiene los descriptores y los calificadores que, en orden alfabético, identifican los asuntos generales y específicos tratados en cada uno de los artículos citados.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.015 | 0.040 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.054 | 0.055 |
| Science and technology studies | 0.005 | 0.005 |
| Scholarly communication | 0.013 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.002 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".