Together Conference 2021 Poster Abstracts / Résumés des affiches du Congrès Ensemble 2021
Bibliographic record
Abstract
a Standardized Discharge Prescription Implemented to Reduce Opioid Use Post-Surgery 3. A Retrospective Analysis of Pharmacy Turnaround Times for Clinical Trial-Associated vs Non-Clinical Trial Intravenous Anticancer Regimens 4. Evaluating the Impact of a Standardized Order Form on Appropriate Ordering and Use of Dexmedetomidine for Sedation in an Adult Intensive Care Unit 5. Susceptibility Patterns for Enterococcus spp.Clinical Isolates Collected over a 14-Year Period at Sunnybrook Health Sciences Centre 6. Managing Opioids and Mitigating Opioid Risks in Patients with Cancer: An Environmental Scan of the Attitudes, Confidence, and Practices of Pharmacists Practicing in Canada 7. Quality Improvement Assessment of Discharge Medication Reconciliation for Surgery Patients 8. Second Dose Antimicrobial Delays in Sepsis and Septic Shock 9. Potentially Inappropriate Drug Duplication in a Cohort of Older Adults with Dementia 10.Multidisciplinary Lung Cancer Care Pathway for EGFR Positive Advanced Non-Small Cell Lung Cancer Patients at the Sunnybrook Odette Cancer Centre: A Process Map 11.Management of Febrile Neutropenia and Application of the Clinical Index for Stable Febrile Neutropenia Tool in a Retrospective Cohort of Breast Cancer Patients 12. Improving Patient Medication Management Capacity through a Self-Medication Program in a Rehabilitation Inpatient Setting 13.Antimicrobial Resistance Trends of Staphylococcus aureus Isolates Collected from Patients at Sunnybrook Health Sciences Centre over 14 Years 14.Real World Comparison of Gefitinib, Afatinib, Erlotinib, and Osimertinib in Advanced Non-Small Cell Lung Cancer Patients: A Multicenter Retrospective Cohort Study 15.A Retrospective Review of Opioids Prescribed for Post-Surgical Acute Pain in Children upon Hospital Discharge Facilitated Poster Sessions: Discussions of original research and pharmacy practice projects Séance animée de présentations par affiches : Discussions sur des projets de recherche originale et des projets dans le domaine de la pratique pharmaceutique 16.Trends in Opioid Adverse Event Reporting Rates in Canada since 1965 17.Risk of Burnout in Hospital Pharmacists Transitioning to an Electronic Health Record 18. Potential Drug-Drug Interactions in Hospitalized COVID-19 Patients (CATCO-DDI) 19.Population Pharmacokinetics of Vancomycin in Paediatrics -A Systematic Review 20.Pathways to Developing Independent Clinical Pharmacist Practitioners: Is There a Better Way Forward? 21.Opioid Prescribing and Usage Patterns among Orthopaedic Fracture Patients in an Alternate Level of Care Unit at a Community Teaching Hospital 22. Medication Management Education for Chronic Kidney Disease: Development of a Conceptual Digital Media Framework 23.Improving Communication during External Hospital Transfer: Development and Pilot of a Transfer Medication Reconciliation Form 24.Geographic Variation in Antithrombotic Therapy for Patients with Atrial Fibrillation Undergoing PCI across 5 Zones in Alberta, Canada 25. Factors Associated with the Prescription of Fluoroquinolones as an Initial Treatment Option for Community-Acquired Pneumonia in Adult Patients in a University Hospital 26.Exploratory Study to Assess the Efficacy of a 4-Step Cleaning Protocol and Its Lasting Effect after 30 Days 27.Evaluating the Influence of Intravenous Ketamine on Post-Operative Opioid Use in Surgical Patients at a Tertiary Care Centre 28.Drug Prescriptions Requiring Compounding at a Canadian University Affiliated Pediatric Hospital: A Cross-Sectional Study 29.Description of Pharmacists' Interventions during the Prescription Validation Process Using a Pharmaceutical Care Model Based on Patient Prioritization in a Specialized Hospital 30.Delivery of Clinical Pharmacy Services at Odette Cancer Centre during the COVID-19 Pandemic 31.Characterizing the Role of Home Care Pharmacists in the Edmonton Zone 32.Cannabis Use, Experiences, and Perspectives in a Hemodialysis Population: A Descriptive Patient Survey
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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 | 0.005 | 0.006 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.281 | 0.125 |
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".