Comunicación del primer caso fatal en el mundo, causado por una nueva cepa humana del virus influenza A (H1N1), en una mujer en Oaxaca, México
Bibliographic record
Abstract
En Oaxaca, Mexico, en el Hospital General «Dr. Aurelio Valdivieso» (HGAV), se presento el caso de paciente de sexo femenino de 39 anos de edad con un cuadro clinico de presentacion de neumonia atipica, con antecedentes de diabetes mellitus tipo II, obesidad grado II; la evolucion diagnostica fue de presentacion torpida y atipica con un resultado de laboratorio positivo para una variedad de coronavirus; su fallecimiento ocurrio a las 98 horas de su ingreso a la unidad hospitalaria. Por la agresividad clinica del caso, medicos del Servicio de Urgencias e Infectologia, solicitaron el estudio de las muestras para la Federacion al Instituto Nacional de Diagnostico y Referencia Epidemiologica, el cual refiere alicuota de la muestra al Centro Nacional de Inmunizacion y Enfermedades Respiratorias de la Agencia de Salud Publica de Canada, reportando positivo para virus porcino de influenza, catalogandolo como una nueva cepa mundial y denominandolo como virus influenza A (H1N1)
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".