Record W2512405872 · doi:10.1186/s13012-017-0575-y

Proceedings from the 9th annual conference on the science of dissemination and implementation

2017· article· en· W2512405872 on OpenAlexaff

David Chambers, Lisa Simpson, Ulrica von Thiele Schwarz, Antoinette Percy‐Laurry, Gregory A. Aarons, Ross C. Brownson, Amanda L. Vogel, Shannon Wiltsey Stirman, Rachel Sturke, Wynne E. Norton, Allyson L. Varley, David Chambers, Cynthia Vinson, Lisa M. Klesges, Suzanne Heurtin‐Roberts, M Rashad Massoud, Leighann Kimble, Arne Beck, Claire Neely, Jennifer M. Boggs, Carmel Nichols, Wen Wan, Erin M. Staab, Neda Laiteerapong, Nathalie Moise, Ravi N. Shah, Susan M. Essock, Margaret A. Handley, Amy Jones, Jay Carruthers, Karina W. Davidson, Lauren Peccoralo, Lloyd I. Sederer, Todd Molfenter, Ashley Scudder, Sarah Taber-Thomas, Kristen F. Schaffner, Amy D. Herschell, Eva N. Woodward, Jeffery A. Pitcock, Mona J. Ritchie, JoAnn E. Kirchner, Julia E. Moore, Sobia Khan, Shusmita Rashid, Jamie Park, Melissa Courvoisier, Sharon E. Straus, Daniel M. Blonigen, Allison L. Rodriguez, Luisa Manfredi, Andrea Nevedal, Joel Rosenthal, Christine Timko, Nicole A. Stadnick, Jennifer Regan, Miya L. Barnett, Anna Lau, Lauren Brookman‐Frazee, Erick G. Guerrero, Yinfei Kong, Rebecca Lengnick‐Hall, Benjamin F. Henwood, Nina Sayer, Craig Rosen, Robert J. Orazem, Brandy N. Smith, Lindsey Zimmerman, David W. Lounsbury, Rachel Kimerling, Jodie Trafton, Steven E. Lindley, Rahul Bhargava, Hal Roberts, Laura Gibson, Gabriel J. Escobar, Vincent Liu, Benjamin J. Turk, Arona I. Ragins, Patricia Kipnis, Ashley Ketterer Gruszkowski, Michael W. Kennedy, Emily Rentschler Drobek, Lior Turgeman, Aleksandra Sasha Milićević, Terrence L. Hubert, Larissa Myaskovsky, Youxu C. Tjader, Robert J. Monte, Kathryn G. Sapnas, Edmond Ramly, Diane Lauver, Christie M. Bartels, Shereef Elnahal, Andrea Ippolito, Hillary Peabody, Carolyn M. Clancy, Randall D. Cebul, Thomas E. Love, Douglas Einstadter, Shari Bolen, Brook Watts, Vera Yakovchenko, Angela Park, William Lukesh, Donald R. Miller, David J. Thornton, Mari‐Lynn Drainoni, Allen L. Gifford, Shawna N. Smith, Julia Kyle, Mark S. Bauer, Daniel Eisenberg, Celeste Liebrecht, Michelle M. Barbaresso, Amy M. Kilbourne, Elyse R. Park, Giselle K. Perez, Jamie S. Ostroff, Sarah Greene, Michael L. Parchman, Brian T. Austin, Eric B. Larson, Chris Shea, Megan G. Smith, Kea Turner, Jennifer L. Bacci, Kyle A. Bigham, Caity Frail, Cory Hamata, Terry Ann Jankowski, Wendy M. Lantaff, Melissa Somma McGivney, Margie E. Snyder, Megan B. McCullough, Chris Gillespie, Beth Ann Petrakis, Ellen Jones, Carol VanDeusen Lukas, Adam J. Rose, Sarah J. Shoemaker, Geoffrey Curran, Benjamin S. Teeter, Holly Swan, Appathurai Balamurugan, Meghan Lane-Fall, Rinad Beidas, Laura Di Taranti, Sruthi Buddai, Enrique Torres Hernandez, Jerome Watts, Lee Fleisher, Isomi Miake-Lye, Tanya Olmos, Emmeline Chuang, Hector P. Rodríguez, Gerald F. Kominski, Becky Yano, Stephen M. Shortell, Mary Hook, Linda Fleisher, Alexander G. Fiks, Katie Halkyard, Rachel S. Gruver, Emily Sykes, Kimberly K. Vesco, Kate Beadle, Joanna E. Bulkley, Ashley Stoneburner, Michael C. Leo, Amanda Clark, Joan Smith, Christopher D. Smyser, Maggie Wolf, Shamik Trivedi, Brian Hackett, Rakesh Rao, F. Sessions Cole, Rose McGonigle, Ann Donze, Enola K. Proctor, Amit Mathur, Emmanuela Gakidou, Stephen Gloyd, Carolyn M. Audet, José Salato, Sten H. Vermund, K. Rivet Amico, Stephanie Smith, Beatha Nyirandagijimana, Hildegarde Mukasakindi, Christian Rusangwa, Molly F. Franke, Giuseppe Raviola, Matthew J. Cummings, Elijah Goldberg, Savio Mwaka, Olive Kabajaasi, Adithya Cattamanchi, Achilles Katamba, Shevin T. Jacob, Nathan Kenya‐Mugisha, J. Lucian Davis, Julie Reed, Rohit Ramaswamy, Gareth Parry, Sylvia Sax, Heather C. Kaplan, Keng‐Yen Huang, Sabrina Cheng, Susan Yee, Kimberly Hoagwood, Mary M. McKay, Donna Shelley, Gbenga Ogedegbe, Laurie Miller Brotman, Roman Kislov, John F. Humphreys, Gill Harvey, Paul Wilson, Robert Lieberthal, Colleen Payton, Mona Sarfaty, George Valko, Rendelle E. Bolton, Christine Hartmann, Nora Mueller, Sally K. Holmes, Barbara Bokhour, Sarah Ono, Benjamin F. Crabtree, Leah Gordon, William L. Miller, Bijal A. Balasubramanian, Leif I. Solberg, Deborah J. Cohen, Kate McGraw, Andrew Blatt, Demietrice Pittman, Helen C. Kales, Dan R. Berlowitz, Teresa J. Hudson, Erin Finley, Ashley Garcia, Kristen Rosen, Claudina Tami, Don McGeary, Mary Jo Pugh, Jennifer Sharpe Potter, Krysttel C. Stryczek, David H. Au, Steven B. Zeliadt, Jennifer Leeman, Allison Myers, Jennifer Grant, Mary Wangen, Tara L. Queen, Alexandra B. Morshed, Elizabeth A. Dodson, Rachel G. Tabak, R. Chris Sheldrick, Thomas I. Mackie, Justeen Hyde, Laurel K. Leslie, Itzhak Yanovitzky, Matthew S. Weber, Nicole Gesualdo, T.K. Kristensen, Cameo Stanick, Heather Halko, Cara Lewis, Heather Halko, Caitlin Dorsey, Bryan Weiner, Patricia Carreno, Kera Mallard, Tasoula Masina, Taren Swindle, Zachary Patterson, Leanne Whiteside-Mansell, Rochelle F. Hanson, Benjamin E. Saunders, Sonja K. Schoenwald, Angela D. Moreland, Sarah Birken, Justin Presseau, David A. Ganz, Brian S. Mittman, Deborah Delevan, Sara M. Locatelli, Gemmae M. Fix, Jeffrey H. Solomon, Sherri L. LaVela, Victoria Scott, Kassy Alia, Brittany Skiles, Abraham Wandersman, Anne Sales, Megan C. Roberts, Amy Kennedy, Muin J. Khoury, Nina Sperber, Lori A. Orlando, Janet S. Carpenter, Larisa H. Cavallari, Joshua C. Denny, Amanda R. Elsey, Fern FitzHenry, Yue Guan, Carol R. Horowitz, Julie A. Johnson, Ebony Madden, Toni I. Pollin, Victoria M. Pratt, Tejinder Rakhra-Burris, Marc B. Rosenman, Corrine I. Voils, Kristin Weitzel, Ryanne Wu, Laura J. Damschroder, Christine Y. Lu, Rachel Ceccarelli, Kathleen M. Mazor, Ann Chen Wu, Alanna Kulchak Rahm, Adam H. Buchanan, M. Schwartz, Cara McCormick, Kandamurugu Manickam, Marc S. Williams, Michael F. Murray, Ngoc-Cam Escoffery, Erin Lebow-Skelley, Hallie Udelson, E. Boing, María E. Fernández, Richard J. Wood, Patricia Dolan Mullen, Jenita Parekh, V. Caldas, Elizabeth A. Stuart, Shalynn Howard, Gilo Thomas, Jacky M. Jennings, Jennifer Torres, Christine Markham, Ross Shegog, Melissa F. Peskin, Stephanie Craig Rushing, Amanda Gaston, Gwenda Gorman, Cornelia Jessen, Jennifer Williamson, Dianne S. Ward, Amber Vaughn, Ellie Morris, Stephanie Mazzucca, Regan Burney, Shoba Ramanadhan, Sara Minsky, Vilma Martinez-Dominguez, Kasisomayajula Viswanath, Megan Barker, Myra Fahim, Arezoo Ebn Ahmady, Rosa Dragonetti, Margaret M. Farrell, Jordan W. Tompkins, Kaelin Rapport, Margaret B. Hargreaves, Rebekka Lee, Gina Kruse, Charles Deutsch, E. R. Lanier, Ashley Gray, Aaron L. Leppin, Lori Christiansen, Karen Schaepe, Jason S. Egginton, Megan E. Branda, Charlene Gaw, Sara Dick, Víctor M. Montori, Nilay D. Shah, Ariella R. Korn, Peter S. Hovmand, Karen Fullerton, N Zoellner, Erin Hennessy, Alison Tovar, Ross A. Hammond, Christina D. Economos, Christi Kay, Julie A. Gazmararian, Patricia Cheung, Padra Franks, Shannon L. Barrett‐Williams, Paul Weiss, Erica Hamilton, Luana Marques, Louise Dixon, Emily M. Ahles, Sarah Valentine, Derri Shtasel, Rubén Parra‐Cardona, Mary E. Northridge, Rucha Kavathe, Jennifer Zanowiak, Laura C. Wyatt, Hardayal Singh, Nadia Islam, Madalena Monteban, Darcy A. Freedman, Kimberly D. Bess, Colleen C. Walsh, Kristen Matlack, Susan A. Flocke, Heather Baily, Samantha M. Harden, NithyaPriya Ramalingam, Rachel Gold, Erika Cottrell, Celine Hollombe, Katie Dambrun, Arwen Bunce, Mary Middendorf, Marla Dearing, Stuart Cowburn, Ned Mossman, Gerry Melgar, Suellen Hopfer, Michael L. Hecht, Anne E. Ray, Michelle Miller‐Day, Rhonda BeLue, Gregory D. Zimet, Eve‐Lynn Nelson, Sandy Kuhlman, Gary C. Doolittle, Hope Krebill, Ashley Spaulding, Theodore R. Levin, Michael Sánchez, Molly Landau, Patricia Escobar, Nadia Minian, Aliya Noormohamed, Laurie Zawertailo, Dolly Baliunas, Norman Giesbrecht, Bernard Le Foll, Andriy V. Samokhvalov, Zachary F. Meisel, Daniel Polsky, Bruce R. Schackman, Julia Mitchell, Kaitlyn S. Sevarino, Sarah Gimbel, Moses Mwanza, Marie Paul Nisingizwe, Catherine Michel, Lisa R. Hirschhorn, Mahrukh Choudhary, Della Thonduparambil, Paul Meißner, Hilary Pinnock, Melanie Barwick, Christopher R. Carpenter, Sandra Eldridge, Gonzalo Grandes-Odriozola, Chris Griffiths, Jo Rycroft‐Malone, Elizabeth Murray, Anita Patel, Aziz Sheikh, Stephanie Taylor, Martin Guilliford, Gemma Pearce, Diane M. Korngiebel, Kathleen West, Wylie Burke, Peggy A. Hannon, Jeffrey R. Harris, Kristen Hammerback, Marlana Kohn, Gary Chan, Riki Mafune, Amanda T. Parrish, Shirley A.A. Beresford, Kate Pike, Rachel C. Shelton, Lina Jandorf, Deborah O. Erwin, Thana-Ashley Charles, Laura‐Mae Baldwin, Brooke Ike, Jacqueline J. Fickel, Jason Lind, Diane C. Cowper, Marguerite Fleming, Amy Sadler, Melinda Dye, Judith R. Katzburg, Michael Ong, Sarah Tubbesing, Molly M. Simmons, Autumn Harnish, Sonya Gabrielian, Keith McInnes, Jeffrey L. Smith, John Ferrand, Elisa Torres, Amy Green, Angela R. Bradbury, Linda Patrick‐Miller, Brian L. Egleston, Susan M. Domchek, Olufunmilayo I. Olopade, Michael J. Hall, Mary B. Daly, Generosa Grana, Pamela Ganschow, Dominique Fetzer, Amanda Brandt, Rachelle Chambers, Dana Clark, Andrea Forman, Rikki Gaber, Cassandra Gulden, Janice Horte, Jessica M. Long, Terra Lucas, Shreshtha Madaan, Kristin Mattie, Danielle McKenna, Susan Montgomery, Sarah M. Nielsen, Jacquelyn Powers, Kim Rainey, Christina Rybak, Christina Seelaus, Jessica Stoll, Jill E. Stopfer, Xinxin Shirley Yao, Michelle Savage, Edward J. Miech, Teresa M. Damush, Nicholas A. Rattray, Jennifer S. Myers, Barbara J. Homoya, Kate Winseck, Carrie N. Klabunde, Deb Langer, Avi Aggarwal, Elizabeth A. Neilson, Lara Gunderson, Marla N. Gardner, Liam O’Sulleabhain, Candyce H. Kroenke

Bibliographic record

VenueImplementation Science · 2017

Typearticle

Languageen

FieldHealth Professions

TopicHealth Policy Implementation Science

Canadian institutionsHospital for Sick ChildrenPublic Health OntarioCentre for Addiction and Mental HealthUniversity of WindsorUniversity of OttawaOttawa HospitalOttawa Public HealthToronto Metropolitan UniversityUniversity of TorontoSt. Michael's Hospital

FundersJohns Hopkins Bloomberg School of Public HealthCenter for Healthcare Organization and Implementation ResearchQuality Enhancement Research InitiativeSchool of Public Health, University of MichiganJohns Hopkins UniversityHarvard CatalystUniversity of Arkansas for Medical SciencesHealth Services Research and DevelopmentFeinberg School of MedicineU.S. Department of Veterans AffairsHarvard T.H. Chan School of Public HealthCancer Center, University of KansasMedical School, University of MichiganNorthwestern UniversityMassachusetts General HospitalBrigham and Women's HospitalState of New Jersey Department of HealthU.S. Department of Health and Human Services

KeywordsMedicineHealth informaticsHealth administrationHealth services researchPublic healthLibrary scienceNursingComputer science

DOI10.1186/s13012-017-0575-y

Abstract

fetched live from OpenAlex

ther unnecessary, of low value or wasteful (Institute of Medicine, 2013).The third plenary panel brought different perspectives on the enduring and evolving challenges in the dissemination of evidence and evidence-based practices as well as the opportunities emerging from innovations in the digital health sector.The plenary sessions were complemented by facilitated lunchtime discussions on these topics, as well as additional research priorities, which enabled more in-depth discussions, additional question and answer time, and brainstorming of future directions.Synopses of the lunchtime discussions are included in this supplement.The concurrent sessions were once again organized by tracks.Last year's tracks-Behavioral Health, Big Data and Technology for Dissemination and Implementation Research, Clinical Care Settings, Global Dissemination and Implementation, Promoting Health Equity and Eliminating Disparities, Health Policy Dissemination and Implementation, Prevention and Public Health, and Models, Measures and Methods-were maintained, and a new track on Precision Medicine was added, built upon the significant interest that emerged from last year's plenary and subsequent discussions at NIH, National Academy of Medicine, and beyond.The tracks again enabled conference participants to follow a consistent theme across the multiple sessions of the conference and to better group thematically the individual papers and posters submitted by the conference participants.This supplement also is organized by these track themes.The call for abstracts, including individual paper presentations, individual posters and panel presentations, resulted in 601 submissions, spread across the nine thematic tracks.Over one hundred reviewers from multiple disciplines, sectors, settings and career stage devoted their time to ensuring a comprehensive and expert review, and reviews were conducted within each track and coordinated by the track leads.For the final program, 19 oral abstract sessions, 9 panels, and 334 posters were presented over the two-day meeting, in addition to a "poster slam".Slides for the oral presentations and panels (with the agreement of the authors) were posted on the conference website (https://academy-health.confex.com/academyhealth/2016di/meetingapp.cgi/Home/0) and all abstracts were included on the conference webapp (https:// academyhealth.confex.com/academyhealth/2016di/meetingapp.cgi).New this year

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.127

metaresearch head score (Gemma)0.180

Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated

Candidate categoriesnone

Consensus categoriesnone

DomainCandidate signal: none · Consensus signal: none

Study designCandidate signal: Not applicable · Consensus signal: Not applicable

GenreCandidate signal: Other · Consensus signal: none

Teacher disagreement score0.127

Threshold uncertainty score0.673

Distilled classifier scores by category (both heads)

Category	Codex	Gemma
Metaresearch	0.127	0.180
Meta-epidemiology (narrow)	0.003	0.002
Meta-epidemiology (broad)	0.003	0.003
Bibliometrics	0.005	0.004
Science and technology studies	0.004	0.004
Scholarly communication	0.020	0.012
Open science	0.005	0.011
Research integrity	0.011	0.015
Insufficient payload (model declined to judge)	0.112	0.048

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 head0.614

GPT teacher head0.730

Teacher spread0.116 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.

Study designNot applicable

Domainnot available

GenreOther

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".

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Citations159

Published2017

Admission routes1

Has abstractyes

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