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Record W1997642218 · doi:10.1016/j.jcrs.2011.06.036

Incidence of postoperative endophthalmitis after immediate sequential bilateral cataract surgery

2011· article· en· W1997642218 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Cataract & Refractive Surgery · 2011
Typearticle
Languageen
FieldMedicine
TopicOcular Infections and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineEndophthalmitisCataract surgeryIncidence (geometry)AntibioticsSurgery

Abstract

fetched live from OpenAlex

PURPOSE: To determine a best estimate of the incidence of endophthalmitis after immediately sequential bilateral cataract surgery (ISBCS) and assess the benefit of prophylactic intracameral antibiotics. SETTING: Eye Foundation of Canada, Toronto, Ontario, Canada. DESIGN: Cohort study. METHODS: A detailed literature search was performed to obtain recently reported frequencies of postoperative endophthalmitis with or without the use of prophylactic intracameral antibiotics. Members of the International Society of Bilateral Cataract Surgeons were surveyed. The data were collected to determine the results of unilateral and bilateral cataract surgeries performed by experienced bilateral cataract surgeons. The data were statistically analyzed. RESULTS: In recently published European prophylactic intracameral cephalosporin studies, the incidence of postoperative endophthalmitis after unilateral cataract surgery weight-averaged to 1 in 331 (0.3%) without prophylactic intracameral antibiotics and to 1 in 1977 (0.05%) with prophylactic intracameral antibiotics, whereas studies in the United States using only topical antibiotics reported infection rates as low as 0.028%. Four cases of bilateral simultaneous endophthalmitis after ISBCS have been reported in the past 60 years, all with breaches of aseptic protocol. No bilateral simultaneous endophthalmitis occurred in the 95 606 ISBCS cases collected. The overall rate of postoperative endophthalmitis after ISBCS was 1 in 5759. Infection rates were significantly reduced with intracameral antibiotics to 1 in 14 352 cases. CONCLUSIONS: The risk for postoperative endophthalmitis in ISBCS appears to be at least as low as and possibly lower than published rates for unilateral surgery, particularly when recommended precautions are taken. Intracameral antibiotics significantly reduced the risk for postoperative endophthalmitis.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.076
Threshold uncertainty score0.933

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.038
GPT teacher head0.286
Teacher spread0.248 · 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