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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Simulation in Healthcare The Journal of the Society for Simulation in Healthcare
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

179 results · 1 filter active ·
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20062025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
179 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 179 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 179 of 179 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
More Than One Way to Debrief
Taylor Sawyer, Walter Eppich, Marisa Brett-Fleegler, Vincent Grant, Adam Cheng
2016· review· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
677
citations
afffundunlabeled
Reporting Guidelines for Health Care Simulation Research
Adam Cheng, David Kessler, Ralph MacKinnon, Todd P. Chang, Vinay Nadkarni, Elizabeth A. Hunt +8 more
2016· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
390
citations
affunlabeled
Debriefing Assessment for Simulation in Healthcare
Marisa Brett-Fleegler, Jenny W. Rudolph, Walter Eppich, Michael C. Monuteaux, Eric W. Fleegler, Adam Cheng +1 more
2012· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
367
citations
affunlabeled
Faculty Development for Simulation Programs
Adam Cheng, Vincent Grant, Peter Dieckmann, Sonal Arora, Traci Robinson, Walter Eppich
2015· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
202
citations
affunlabeled
Co-debriefing for Simulation-based Education
Adam Cheng, Janice C. Palaganas, Walter Eppich, Jenny W. Rudolph, Traci Robinson, Vincent Grant
2015· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
155
citations
affunlabeled
PEARLS for Systems Integration
Mirette Dubé, Jennifer Reid, Alyshah Kaba, Adam Cheng, Walter Eppich, Vincent Grant +1 more
2019· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
132
citations
affunlabeled
Coaching the Debriefer
Adam Cheng, Vincent Grant, James L. Huffman, Gavin Burgess, Demian Szyld, Traci Robinson +1 more
2017· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · stsconsensus · none
127
citations
fundno affunlabeled
The Effectiveness of Medical Simulation in Teaching Medical Students Critical Care Medicine
Matt Beal, John Kinnear, Caroline Rachael Anderson, Thomas D. Martin, Rachel Wamboldt, Lee Hooper
2016· review· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · metaresearch+research_integrity
118
citations
affunlabeled
A Conceptual Framework for the Development of Debriefing Skills
Adam Cheng, Walter Eppich, Michaela Kolbe, Michael Meguerdichian, Komal Bajaj, Vincent Grant
2019· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · noneconsensus · none
103
citations
affunlabeled
Debriefing Methods for Simulation in Healthcare
Jonathan P. Duff, Kate J. Morse, Julia Seelandt, Isabel T. Gross, Melis Lydston, Joan Sargeant +4 more
2024· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
86
citations
affunlabeled
Efficacy of Serious Games in Healthcare Professions Education
Marc‐André Maheu‐Cadotte, Sylvie Cossette, Véronique Dubé, Guillaume Fontaine, Andréane Lavallée, Patrick Lavoie +2 more
2020· review· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
82
citations
affunlabeled
Design Thinking–Informed Simulation
Andrew Petrosoniak, Christopher Hicks, Lee Barratt, Dominic Gascon, Candis Kokoski, Doug Campbell +4 more
2020· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
51
citations
affunlabeled
Establishing a Virtual Community of Practice in Simulation
Brent Thoma, Victoria Brazil, Jesse Spurr, Janice C. Palaganas, Walter Eppich, Vincent Grant +1 more
2018· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
50
citations
affunlabeled
Research Regarding Methods of Assessing Learning Outcomes
John R. Boulet, Pamela R. Jeffries, Rose Hatala, James R. Korndorffer, David Feinstein, Joan Roche
2011· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · research_integrityconsensus · none
49
citations
affunlabeled
From Bricks to Buildings
Faizal Haji, Celina Da Silva, Delton T. Daigle, Adam Dubrowski
2014· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
44
citations
affunlabeled
Queen’s Simulation Assessment Tool
Andrew K. Hall, Jeffrey Damon Dagnone, Lauren Lacroix, William Pickett, Don A. Klinger
2015· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations
affunlabeled
“Debriefing-on-Demand”
Michael McMullen, Rosemary Wilson, Melinda Fleming, David Mark, Devin Sydor, Louie Wang +3 more
2016· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Debriefing and Feedback
Stéphane Voyer, Rose Hatala
2015· editorial· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
38
citations
affunlabeled
Formal Training Efforts to Develop Simulation Educators
Jane B. Paige, Leslie Graham, Barbara J. Sittner
2020· review· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
34
citations
affunlabeled
Teamwork Assessment Tools in Obstetric Emergencies
Desire N. Onwochei, Stephen H. Halpern, Mrinalini Balki
2016· review· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
31
citations
affunlabeled
Cricothyroidotomy In Situ Simulation Curriculum (CRIC Study)
Andrew Petrosoniak, Agnes Ryzynski, Gerald Lebovic, Karen Woolfrey
2016· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · noneconsensus · none
27
citations
aboutno affunlabeled
Millennium Conference 2005 on Medical Simulation: A Summary Report
Grace C. Huang, James A. Gordon, Richard M. Schwartzstein
2007· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
27
citations
affunlabeled
A Path to Better Healthcare Simulation Systems
Mark W. Scerbo, W. Bosseau Murray, Guillaume Alinier, Tim Antonius, Jeff K. Caird, Eric Stricker +2 more
2011· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations
aboutno affunlabeled
Skills, Training, and Education
Ronnie Glavin
2011· letter· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
25
citations
affunlabeled
Learning Neonatal Intubation Using the Videolaryngoscope
Michael‐Andrew Assaad, Christian Lachance, Ahmed Moussa
2016· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Guiding, Intermediating, Facilitating, and Teaching (GIFT)
Amanda L. Roze des Ordons, Walter Eppich, Jocelyn Lockyer, Ryan D. Wilkie, Vincent Grant, Adam Cheng
2021· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
affunlabeled
Building a Community of Practice for Researchers
Adam Cheng, Marc Auerbach, Aaron W. Calhoun, Ralph MacKinnon, Todd P. Chang, Vinay Nadkarni +4 more
2017· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaresearch+stsconsensus · none
23
citations

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