Notice bibliographique
Résumé
A 21-year-old man presented to the emergency room complaining of fever, chills, diarrhea and nausea with vomiting of two days' duration. He had a past medical history of remote jejunal dysplasia, which was surgically corrected when he was a child. He was taking no regular medications. He had been well until two days earlier, when he developed a sudden onset of fever to 39.9°C, chills and severe nausea with frequent bouts of vomiting. He remembered feeling more tired than usual for three days before the onset of his fever, but nothing more specific. He saw a physician the day after the onset of fever, and the physician prescribed oral cotrimoxazole double-strength, of which he took one dose. Due to persistence of the above symptoms, he presented to the emergency room. He had travelled to Cuba for a seven-day vacation at a resort, and returned home 14 days before the onset of symptoms. He had experienced one day of mild diarrhea while in Cuba, but two of his friends experienced two to three days of diarrhea without fever at the same time while there. He denied abdominal pain, headache, cough, shortness of breath, rash, urinary symptoms or other problems. He had no risk factors for HIV infection. On examination, he was toxic and experiencing rigors, but was awake and alert. His temperature was 39.8°C, pulse was 107 beats/min and respirations were 30 breaths/min. The examination was normal except for evidence of dehydration and marked splenomegaly without tenderness. A chest radiograph and urinalysis were normal. The patient's hemoglobin level was 167 g/L, his platelet count was 138x10(9)/L and his leukocyte count was 9.5x10(9)/L with a marked shift to the left. The patient's creatinine level was 139 μmol/L, urea level was 6.8 mmol/L, total bilirubin level was 48 μmol/L (44% conjugated), alanine aminotransferase level was 113 U/L and gamma glutamyl transpeptidase level was 83 U/L. Other liver function tests were normal. Blood and urine cultures were obtained. An abdominal ultrasound confirmed the presence of splenomegaly with a tiny splenic cyst and an otherwise normal examination (including a normal liver). Infectious enteritis with sepsis was diagnosed and the patient was started on intravenous ciprofloxacin. The following day, two sets of blood cultures that were taken while the patient was in the emergency room showed the presence of Gram-negative rods, which were identified the next day as Salmonella species (serogroup C1), susceptible to ampicillin, cotrimoxazole, fluoroquinolones and ceftriaxone. After three days of taking parenteral ciprofloxacin, the patient felt subjectively better but continued to have afternoon and evening fevers of more than 40°C, accompanied by rigors and extreme exhaustion. His platelets decreased daily, to a nadir of 49x10(9)/L, and his leukocytes decreased to 3.8x10(9)/L. HIV serology was negative. He had no other new complaints, and the examination was unchanged. Repeat blood cultures were negative. A diagnostic procedure was performed to explain the persistent sepsis. What is your diagnosis?
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,003 | 0,001 |
| Communication savante | 0,002 | 0,001 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,028 | 0,003 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».