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.
Bibliographic record
Abstract
Back to table of contents Previous article Next article INFORMATION ON THE CANDIDATESFull AccessCandidate for Area 7 TrusteeNady El-Guebaly, M.D., Nady El-GuebalySearch for more papers by this author, M.D., Fellow, 1971Published Online:6 Dec 2002https://doi.org/10.1176/pn.37.23.0034About the CandidateNady El-Guebaly, M.D.Fellow, 1971•. Professor and Head, Substance Abuse Division, University of Calgary, Canada, and Founding Director, Addiction Centre, 1992-•. APA Assembly: Western Canada District Branch Deputy Representative, 1995-97; Representative, 1997-2001•. President, Western Canada District Branch, 1986-87•. Past President, Canadian Psychiatric Association•. Founding President, International Society of Addiction Medicine•. Chair, Consortium of Affiliate Societies, Canadian Medical AssociationCandidate’s ViewsWho Am I?A member of the American Psychiatric Association since 1971 and a fellow since 1980, I have represented the Western Canada District Branch on the Public Affairs Network from 1983 to 1987. I was DB president in 1986-87 and served in the Assembly in 1995 as Area 7 deputy representative and representative from 1997 to 2001. I have also served as the legislative rep since 2001. I was a member of APA’s Committee on Peer Review from 1984 to 1986 and a consultant to the Council on Addiction Psychiatry, including Assembly liaison, from 1996 to 2001.I have always had other extensive involvement in professional organizations, including serving as past president of the Canadian Psychiatric Association, past president of the Canadian Society of Addiction Medicine, past director of the Area IX (Canada) of the American Academy of Addiction Psychiatry, and past board member of the American Society of Addiction Medicine. I am also a fellow of the American College of Psychiatrists (1988) and American Society of Addiction Medicine (1997).I am currently professor and head of the Division of Substance Abuse at the University of Calgary in Alberta, Canada, and was two-term department chair. I am the founding director of its Addiction Centre, providing services each year to 600 adults and adolescents with comorbidities.I currently chair a consortium of 45 specialty societies affiliated with the Canadian Medical Association. I also chair the Section on Addiction Psychiatry of the World Psychiatric Association and am the founding president of the International Society of Addiction Medicine.A Fresh Look at Common IssuesMost organizations face a discriminating membership with limited resources. We join organizations that are perceived as practical, action-oriented, and patient- and physician-centered and in which we think we can make a difference. APA must continue its efforts to improve our information systems, particularly e-communication, as well as reaching out to the district branches with the help of an accessible staff. My experience with a network of 45 affiliated societies will be of help.APA, like other medical organizations, faces the challenge of streamlining its operations to meet members’ needs in a timely fashion. A strategic plan has been formulated, and we now face the struggles of implementation through prioritization, reorganization, and a search for diverse alternate funding sources.As the struggle for full parity for mental diseases including substance-related disorders continues, I hope that data derived from the overall positive Canadian experience with universal and comprehensive coverage will strengthen our arguments. Other patient-related issues such as confidentiality and safety are also concerns across borders resulting in a number of recommendations.Area 7, as APA’s largest geographic area, has unique challenges as well as opportunities familiar to me—issues such as workforce planning, practice in underserved areas, telehealth, and lately the granting of prescription rights to psychologists in New Mexico, which must be considered in the context of other national and international experiences with similar problems. We are not alone!My colleagues have recognized my passion for our profession and an ability for consensus building. I hope to be able to use these attributes in serving you as Area trustee.Primary Loci of Work and Sources of IncomeWork: 100%—Addiction Centre, Foothills HospitalIncome: 45%—Salaried university professor 50%—Private practice, fee for service ISSUES NewArchived
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.015 | 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 it