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2022 Canadian Surgery Forum Sept. 15–17, 2022
Yasser A. Selim, Élise Di Lena, Nawaf Abu-Omar, Zarrukh Baig, Kevin Verhoeff, Julie La, Kieran Purich, Samantha Albacete, Rahim Valji, Kieran Purich, Ali Safar, Morgan Schellenberg, Morgan Schellenberg, Morgan Schellenberg, Morgan Schellenberg, Morgan Schellenberg, Morgan Schellenberg, Julian Daza, Lyndsay T. Glass, Garrett Johnson, Keegan Guidolin, Lyndsay T. Glass, Saba Balvardi, Nada Gawad, Tyler McKechnie, Tyler McKechnie, Kieran Purich, Jessica Henley, Emma Imbert, Christine Li, Samuel Skinner, Tori Lenet, Tori Lenet, Jeff Metz, Hilalion Ahn, Uyen Do, Brianna Greenberg, Hala Muaddi, Lily Park, Kelly Vogt, Nori Bradley, Shirley Xiaoxuan Deng, Patrick Murphy, Mostafa Alhabboubi, Jessica Lie, Simon Laplante, Jessica Lie, Jeremy Drung, Thomas Nixon, Alexandra Allard-Coutu, Sarah Mansouri, Alexander E. G. Lee, Jillian Tweedy, Michael A. D’Elia, Brent Hopkins, Ananya Srivastava, Kameela Alibhai, Christina Lee, Jeongyoon Moon, Nathan How, Karina Spoyalo, Annie Lalande, Zarrukh Baig, Christina Schweitzer, Joshua A.J. Keogh, Bright Huo, Yogita S. Patel, Yogita S. Patel, Uzair Jogiat, Anna L. McGuire, Uzair Jogiat, Yung Lee, Evan Barber, Gileh-Gol Akhtar-Danesh, Adom Bondzi-Simpson, Riley Bowker, Negar Ahmadi, Sami Aftab Abdul, Pooja Patel, Lyndsay D. Harrison, Ge Shi, Ge Shi, Jacob A. Alaichi, Biniam Kidane, Linda Chang Qu, Jacob Alaichi, Emily Mackay, Jay Lee, Kieran Purich, Matthew Castelo, Antonio Caycedo-Marulanda, Antonio Caycedo‐Marulanda, Kelly Brennan, Kelly Brennan, Kelly Brennan, Richard Garfinkle, Sahil Sharma, Sydney Candy, Tyler McKechnie, Tyler McKechnie, Tyler McKechnie, Lawrence Lee, Stephan Robitaille, Stephan Robitaille, Hamid Sadri, Sydney Selznick, Vanessa Wiseman, Vanessa Wiseman, Vanessa Wiseman, Kelly Brennan, Laura Baker, Simarpreet Ichhpuniani, Garrett Johnson, Lisa Zhang, James Holden, Jeongyoon Moon, Jeongyoon Moon, Jeongyoon Moon, Jeongyoon Moon, Tiffany Paradis, Zubair Bayat, Sunil Patel, Michael Fares Maalouf, Alon Wachtel, Victoria A. Baronas, Jessica Lie, Roy Hajjar, Alexa Ehlebracht, Natasha Caminsky, Natasha Caminsky, Richard Gilbert, Geneviève Morin, Rebecca C. Auer, Terry Phang, Jessica Hopkins, Jessica Hopkins, Yosef Levin, Armaghan Alam, Sarah Mansouri, Philip Lagace, Philip Lagace, Charbel El-Kefraoui, Marguerite Mainprize, Kevin Verhoeff, Kevin Verhoeff, Khadija Nasser, Olivier Mailloux, Kieran Purich, Marta Whyte, Ting Li, Mirza Shaharyar Ahmad, Warren Sun, Hilalion Ahn, Yung Lee, Eileen Roach, Alexandra Chow, Jessica Trac, Wenjing He, Karim Ramji, Ekaterina Kouzmina, Cypriana Koziak, Intekhab Hossain, Valentin Mocanu, Nader Hanna, Makena Pook, Jesse Zuckerman, Akie Watanabe, Bianka Saravana-Bawan, David Cyr, Muriel Brackstone, Victoria Ivankovic, Ananya Gopika Nair, Dhruvin H. Hirpara, Deanna Ng, Shelly Luu, Léamarie Meloche-Dumas, Michael A. D’Elia, Ashley Eom, Katelynn Tang, Shawn Khan, Erika Schmitz, Ko Ta Chen, Jieun Newman-Bremang, Kevin Verhoeff, Nic Jette, Zuhaib Mir, Christopher Griffiths, Luckshi Rajendran, Woo Jin Choi, Richard J. Gilbert, Tori Lenet, Nawal Amhis, Marco Claasen, Sarah Mansouri, Adriana M Workewych, Alex Lee, Evelyn Waugh, Helia Nabavian, Jorge Roldan, Andrew Lagrotteria, Jorge Roldan, Luckshi Rajendran, Nadia Safa, Sid Rahman, Pepa Kaneva, Liane Feldman, Zarrukh Baig, Nathan Ginther, Dilip Gill, Zaini Sarwar, Carlos Verdiales, Mike Moser, Valentin Mocanu, Breanna Fang, Jerry Dang, Warren Sun, Noah J. Switzer, Daniel Birch, Shahzeer Karmali, Anood Alqaydi, Xuejiao Wei, Genevieve Digby, Susan Brogly, Shaila Merchant, Kevin Verhoeff, Alexander Miles, Janice Y. Kung, A.M. James Shapiro, David L. Bigam, Ashlee Matkin, Danielle Dumestre, Lashan Peiris, Simon Turner, Kevin Verhoeff, Brett Mador, Steffane McLennan, Atif Jastaniah, Natthida Owattanapanich, Areg Grigorian, Lydia Lam, Jeffry Nahmias, Kenji Inaba, Panagiotis Liasidis, Kenji Inaba, Demetrios Demetriades, Elizabeth R. Benjamin, Shaun Cowan, Natthida Owattanapanich, Monica D. Wong, Demetrios Demetriades, Natthida Owattanapanich, Brent Emigh, Lindsey Karavites, Damon H. Clark, Lydia Lam, Kenji Inaba, Elizabeth R. Benjamin, Natthida Owattanapanich, Kenji Inaba, Demetrios Demetriades, Geoffrey A. Anderson, Vincent Cheng, Lydia Lam, Kenji Inaba, Lee Myers, Brian Cuthbertson, Paul Myles, Mark Shulman, Duminda Wijeysundera, Patrick B. Murphy, Laura Allen, Kathryn Minkhorst, Dillon Bowker, Ephraim S. Tang, Kenneth Leslie, Jeffrey E. Hawel, Odelle Ma, Samuel Skinner, Raveena Dhaliwal, Matt Strickland, Jason Park, Ashley Vergis, Lawrence Gillman, Justin Rivard, Justin Lin, Anudari Zorigtbaatar, Minahil Nadeem, Tarek Ibrahim, Zdenka Neilson, Kyung Young Kim, Luckshi Rajendran, Sami Chadi, Fayez Quereshy, Malcolm Davidson, Emily Friedrich, Caitlin Champion, Koorosh Semsar-Kazerooni, Carmen Mueller, Melina C. Vassiliou, Mohammed Al Mahroos, Julio Fiore, Kevin Schwartzman, Liane Feldman, Kieran Purich, Kevin Verhoeff, Blaire Anderson, Ryan Daniel, Colin Kruse, Marc Levin, Yung Lee, Aristithes Doumouras, Dennis Hong, Cagla Eskicioglu, Christopher Povolo, Jay Lee, Lily Park, Dennis Hong, Mohit Bhandari, Cagla Eskicioglu, Esther Lee, Kevin Verhoeff, Dasan Sydora, Simon Turner, Matt Strickland, Darrell Boone, Stephanie Roberts, Duncan McGrouther, Paul Manuel, Mark Dykstra, Haili Wang, Ryan Snelgrove, Kevin Verhoeff, Kieran Purich, Troy Perry, Matthew Strickland, Raveena Dhaliwal, Stephanie Skanes, Joseph Tropiano, Daniel McIsaac, Alan Tinmouth, Julie Hallet, Stuart Nicholls, Dean Fergusson, Guillaume Martel, Joseph Tropiano, Stephanie Skanes, Victoria Ivankovic, Daniel McIsaac, Alan Tinmouth, Andrea Patey, Guillaume Martel, Reza Naqvi, R. Brambrink Noppens, Jeff Hawel, Ahmad Elnahas, Christopher Schlachta, Nawar Alkhamesi, Tori Lenet, Richard Gilbert, Ranjeeta Mallick, Julie Shaw, Daniel McIsaac, Guillaume Martel, Tahereh Najafi, Fateme Rajabiyazdi, Charbel El-Kefraoui, Natasha Barone, Hiba Elhaj, Philip Nguyen-Powanda, Lawrence Lee, Gabriele Baldini, Liane Feldman, Julio F. Fiore, Kieran Purich, Uzair Jogiat, Deng Mapiour, Michael Kim, Ashlie Nadler, Theres Stukel, Charles de Mestral, Avery Nathens, Stephen Pautler, Bobby Shayegan, Wael Hanna, Christopher Schlachta, Rodney Breau, Laura Hopkins, Timothy Jackson, Paul Karanicolas, Sam Ali, Victoria Archer, Zacharie Cloutier, Dexter Choi, Tyler McKechnie, Pablo Serrano, J. Andrew McClure, Philip Jones, Marko Mrkobrada, Suzanne Flier, Blayne Welk, Luc Dubois, Kosar Khwaja, Lily Tung, Morad Hameed, Karina Spoyalo, Jacinthe Lampron, Carlos Garcia-Ochoa, Paul Engels, Gaurav Talwar, Zacharie Cloutier, Sam Minor, Brad Moffat, Neil Parry, Kelly Vogt, Tega Ebeye, Bree T. Sharma, Anas Samman, Amna Zulfiqar, Roderick H. Purzner, Brittany Greene, Melanie Tsang, Shiva Jayaraman, Paul Engels, Rahima Nenshi, Sandy Widder, Sam Minor, Neil Parry, Nori Bradley, Kelly Vogt, Sender Liberman, Evan Wong, Talat Chughtai, Joel Turner, Sam Wiseman, Jennifer Li, Nicole Mak, Babak Namazi, Parmiss Kiani, Daniel Hashimoto, Adnan Alseidi, Mauricio Pasten, L. Michael Brunt, Sujata Gill, Brian Davis, Matthew B. Bloom, Luise Pernar, Allan Okrainec, Amin Madani, Trevor Hamilton, Kylie Nabata, Jenny W. Zhang, Darren Zhao, Phil Dawe, Laura Allen, Ken Leslie, Jeremy Drung, Kieran Purich, Kevin Verhoeff, Samuel Skinner, Raveena Dhaliwal, Matt Strickland, Barbara Heller, Victoria Wright, Wanjae Cho, Michael Wong, Kevin Singh, Emilie Comeau, Yves Collin, Sonia Cheng Oviedo, Luckshi Rajendran, Tyler Lamb, Morgann Reid, Anastasia Turner, Kimberly Bertens, Janelle Rekman, Fady Balaa, Geoff Porter, Iris Teo, Catherine L. Forse, Reilly Musselman, Lily Grozman, Nawaf Alshawan, Shannon Fraser, Simon Bergman, Jean-Sebastien Pelletier, Tsafrir Vanounou, Evan G. Wong, Brodie Nolan, Lyon Qiao, James Jung, Isabelle Raîche, Heather McDonald, Rona Cheifetz, Philippa Hawley, Zachary Rehany, Mehrshad Bakhshi, Tarek Razek, Jeremy Grushka, Nathalie Boulanger, Larry Watt, Alexandra Vivier, Greg Clark, Paola Fata, Dan Deckelbaum, Atif Jastaniah, Evan Wong, Kevin Ren, Yuan Qiu, Karyssa Hamann, Annie Lalande, Andrea MacNeill, Jason Park, Stephanie Alexis, Karina Spoyalo, Keiko Patterson, Neha Gadhari, Jiaying Zhao, Andrea MacNeill, Rubia Ahmed, Ameer Farooq, Ahmer Karimuddin, Sam Wiseman, Allison Chhor, Housne Begum, Noori Akhtar-Danesh, Christian Finley, Daria Manos, Zhaolin Xu, Kara Matheson, Samuel Chun, John Fris, Alison Wallace, Daniel French, Jean-Marc Baste, Yaron Shargall, Thomas K. Waddell, Kazuhiro Yasufuku, Tiago N. Machuca, Feng Xie, Lehana Thabane, Waël C. Hanna, Marla Beauchamp, Joshua Wald, Lawrence Mbuagbaw, Brenda L. Key, Sheryl M. Green, Abdollah Behzadi, Laura Donahoe, Awrad Nasralla, Julius Poon, Najib Safieddine, Nazgol Seyednejad, Iran Tavakoli, Simon Turner, Sohat Sharma, Roy A. Hilzenrat, Melissa McConechy, Ingrid Frank, Curtis Hughsman, Stephen Yip, James J. Choi, John Yee, Hannah Sasewich, Simon Turner, Vickie Baracos, Dean Eurich, Heather Filafilo, Eric Bedard, Yasith Samarasinghe, Janhavi Patel, Adree Khondker, Tyler McKechnie, Nadeesha Samarasinghe, Wael Hanna, John Agzarian, Melissa A. Whidden, Francisco Aguirre, Andrew Graham, Allison Chhor, Housne Begum, Joycelyne Ewusie, Lawrence Mbuagbaw, Shargall Yaron, Melanie Keshishi, Yonas Ademe, Ayalew Tizazu, Marci Rose, Sameena Uddin, Michael Ko, Jimmy Ddamba, Daniel French, Alison Wallace, Najib Safieddine, Sayf Gazala, Carmine Simone, Frances Wright, Patrick J. Villeneuve, Sebastian Gilbert, Sudhir Sundaresan, Andrew J.E. Seely, Donna E. Maziak, Daria Manos, Madelaine Plourde, Donna Turner, Jolie Ringash, Douglas Manuel, Biniam Kidane, Vaibhav Gupta, Kathleen Decker, Laura Davis, Gail Darling, Carolyn Compton, Natalie Coburn, Randy Boyes, Michael Pugliese, Amy Hsu, Andrew Kokavec, Edward Ho, Ryan Waterman, Edward Wang, Kiera Harnden, Richard Malthaner, Rahul Nayak, Mehdi Qiabi, Richard Malthaner, Rahul Nayak, Mehdi Qiabi, Yogita Patel, Forough Farrokhyar, Marko Simunovic, Stephen Gowing, Sadeesh Srinathan, Larry Tan, Richard Malthaner, Peter Malik, Yogita Patel, Wael Hanna, Umeed Fahim, Ajmal Hafizi, Ahmad S. Ashrafi, Tyler McKechnie, Nalin Amin, Aristithes Doumouras, Dennis Hong, Cagla Eskicioglu, Courtney Streu, Clarence Wong, Dan Schiller, Colin Sue-Chue-Lam, Lawrence Paszat, Adena Scheer, Bettina Hansen, Teruko Kishibe, Nancy N. Baxter, Emma Neary, Tarek Ibrahim, Chris Verschoor, Shaila Merchant, Sami Chadi, Luis Romagnolo, Chris P. Verschoor, Carl Brown, Ahmer Karimuddin, Manoj Raval, Terry Phang, Elena Vikis, George Melich, Sunil Patel, Sunil Patel, Shaila J. Merchant, Christopher Booth, Weidong Kong, Chad McClintock, Clare Bankhead, Carl Heneghan, Sunil Patel, Chad McClintock, Shaila Merchant, Antonio Caycedo-Marulanda, Christopher Booth, Clare Bankhead, Carl Heneghan, Lisa Zhang, Jennifer A. Flemming, Maya Djerboua, Sulaiman Nanji, Antonio Caycedo-Marulanda, Shaila Merchant, Sunil Patel, Marie Demian, Sarah Sabboobeh, Michael Hulme-Moir, A. Sender Liberman, Stan Feinberg, Dana M. Hayden, Sami A. Chadi, Sebastian Demyttenaere, Louise Samuel, Nevart Hotakorzian, Laurence Quintin, Nancy Morin, Gabriela Ghitulescu, Julio Faria, Carol-Ann Vasilevsky, Marylise Boutros, Tyler Mckechnie, Simarpreet Ichhpuniani, Cagla Eskicioglu, Shaila Merchant, Antonio Caycedo-Marulanda, Clare Bankhead, Carl Heneghan, Shaylan Govind, Jay Lee, Yung Lee, Dennis Hong, Cagla Eskicioglu, Justin Lu, Jigish Khamar, Yung Lee, Nalin Amin, Cagla Eskicioglu, Luisa Cardenas, Daniel Schep, Aristithes Doumouras, Dennis Hong, Raimond Wong, Oren Levine, Carmen Mueller, Barry Stein, Patrick Charlebois, Sender Liberman, Gerald Fried, Anna Wang, Sender Liberman, Barry Stein, Julio F. Fiore, Lawrence Lee, Anna Wang, Sender Liberman, Liane Feldman, Lawrence Lee, Alan Barkun, Jordan Levy, Ruxandra Bogdan, Nawar A. Alkhamesi, Christopher M. Schlachta, Antonio Caycedo-Marulanda, Natasha Iaboni, David Hurlbut, Martin Kaufmann, Kevin Yi Mi Ren, Amoon Jamzad, Parvin Mousavi, Gábor Fichtinger, Christopher J.B. Nicol, John F. Rudan, Kelly Brennan, Antonio Caycedo-Marulanda, Shaila Merchant, Chad McClintock, Sunil V. Patel, Chad McClintock, Clare Bankhead, Shaila Merchant, Antonio Caycedo-Marulanda, Chris Booth, Carl Heneghan, Lisa Zhang, Bright Huo, Alexandra Donaldson, Jennifer Flemming, Sulaiman Nanji, Antonio Caycedo-Marulanda, Shaila Merchant, Susan Brogly, Sunil Patel, Tori Lenet, Lily Park, Sanjay Murthy, Reilly Musselman, Tyler McKechnie, Jay Lee, Jeremy Biro, Yung Lee, Lily Park, Aristithes Doumouras, Dennis Hong, Cagla Eskicioglu, Harminder Singh, Ramzi Helewa, Kristin Reynolds, Kathryn Sibley, Malcolm Doupe, Kelly Brennan, Jennifer Flemming, Sulaiman Nanji, Antonio Caycedo-Marulanda, Sunil Patel, Garrett Johnson, David Hochman, Sophie Dell’Aniello, Phyllis Zelkowitz, Carol-Ann Vasilevsky, Paul Brassard, Marylise Boutros, Amine Zoughlami, Wusiman Abibula, Alex Amar, Carol-Ann Vasilevsky, Paul Brassard, Marylise Boutros, Théa Araji, Allison Pang, Carol-Ann Vasilevsky, Marylise Boutros, Allison Pang, Marylise Boutros, Stephan Robitaille, Mahalia Oliver, Barry Stein, Sender Liberman, Liane S. Feldman, Lawrence Lee, Erin Kennedy, Charles Victor, Anand Govindarajan, Lisa Zhang, Kelly Brennan, Sulaiman Nanji, Antonio Caycedo-Marulanda, Jennifer Flemming, Stephan Robitaille, Ruxandra Penta, Makena Pook, Julio Flavio Fiore, Liane S. Feldman, Lawrence Lee, Nathalie Wong-Chong, Daniel Marinescu, Carol-Ann Vasilevsky, Marylise Boutros, Arif Arif, Gale Ladua, Eric Bhang, Carl Brown, Fergal Donellan, Heather Stuart, Jonathan Loree, Sunil Patel, Lisa Zhang, Peter Hugh MacDonald, Shaila Merchant, Kathleen Wattie Barnett, Antonio Caycedo-Marulanda, Heather Stuart, Amandeep Ghuman, Terry Phang, Manoj Raval, Hyea Min Yoon, Gabriela Fragoso, Manon Oliero, Annie Calvé, Hervé Vennin Rendos, Emmanuel Gonzalez, Nicholas J.B. Brereton, Thibault Cuisiniere, Claire Gerkins, Souad Djediai, Borhane Annabi, Khoudia Diop, Bertrand Routy, Patrick Laplante, Jean-François Cailhier, Nassima Taleb, Hefzi Alratrout, François Dagbert, Herawaty Sebajang, Frank Schwenter, Ramsès Wassef, Richard Ratelle, Eric Debroux, Carole Richard, Manuela M. Santos, Doulia Hamad, Hatim Alsulaim, Olivia Monton, Daniel Marinescu, Allison Pang, Carol‐Ann Vasilevsky, Marylise Boutros, Daniel Marinescu, Mohammed Alqahtani, Allison Pang, Carol-Ann Vasilevsky, Marylise Boutros, Daniel Marinescu, Richard Garfinkle, Marylise Boutros, Terry Zwiep, Joshua Greenberg, Tori Lenet, Reilly Musselman, Lara Williams, Daniel McIsaac, Kednapa Thavorn, Dean Fergusson, Husein Moloo, Janyssa Charbonneau, Xavier Paré, Jonathan Frigault, François Letarte, Michael Ott, Paul Karanicolas, Muriel Brackstone, Shady Ashmalla, Joel Weaver, Vicky Tagalakis, Marylise Boutros, Peter Stotland, Antonio Caycedo-Marulanda, Husein Moloo, Shiva Jayaraman, Sunil Patel, Gregoire LeGal, Silvana Spadafora, Steven Maclellan, Daniel Trottier, Derek J. Jonker, Timothy Asmis, Ranjeeta Mallick, Timothy Ramsay, Marc Carrier, Delaram Shojaei, Ali Motamedi, Anu Ghuman, Ahmer Karimuddin, Manoj Raval, Carl Brown, Delaram Shojaei, Haili Wang, Don Buie, Haili Wang, Don Buie, Nasra Al Busaidi, Marylise Boutros, Ameer Farooq, Carl Brown, Terry Phang, Amandeep Ghuman, Ahmer Karimuddin, Manoj Raval, Farhad R. Udwadia, Mohammed Alqahtani, Allison Pang, Carol-Ann Vasilevsky, Marylise Boutros, Nathalie McFadden, Richard Spence, Greg Hirsch, Katerina Neumann, Richard Spence, Garrett Johnson, Harminder Singh, Ramzi Helewa, Ayse Yilbas, Fernando Spencer Netto, Joel Katz, Bree Sharma, Usman Khan, Markus Selzner, Valentin Mocanu, Jerry Dang, Hillary Wilson, Noah Switzer, Daniel Birch, Shahzeer Karmali, Valentin Mocanu, Uzair Jogiat, Hayley Forbes, Noah Switzer, Daniel Birch, Kevin Verhoeff, Valentin Mocanu, Janice Kung, Kieran Purich, Daniel W. Birch, Shahzeer Karmali, Nicolas Tassé, André Tchernof, Mélanie Nadeau, Philip Dawe, Andrew Beckett, Laurent Biertho, Kevin Verhoeff, Valentin Mocanu, Janice Y. Kung, Shahzeer Karmali, Melinda Fowler-Woods, Amanda Fowler-Woods, Geraldine Shingoose, Andrew Hatala, Felicia Daeninck, Ashley Vergis, Krista Hardy, Kathleen Clouston, Estifanos Debru, Warren Sun, Jerry Dang, Noah Switzer, Daniel Birch, Shahzeer Karmali, Christopher de Gara, Jennifer Halasz, Jerry Dang, Noah Switzer, Aliyah Kanji, Daniel Birch, Renuca Modi, Shahzeer Karmali, Jeffrey Gu, Amer Jarrar, Nicole Kolozsvari, Lucy Chen, Akithma Hapugall, Arshia Javidan, Tyler McKechnie, Aristithes Doumouras, Dennis Hong, Shannon Stogryn, Azusa Maeda, Timothy Jackson, Daniel Birch, Shahzeer Karmali, Aliyah Kanji, Noah Switzer, Michael Balas, Denise Gee, Matthew Hutter, Ozanan R. Meireles, James Jung, Ashley Vergis, Krista Hardy, Vanessa Boudreau, Dennis Hong, Mehran Anvari, Pouya Iranmanesh, Tyler Cookson, Rafik Bolis, Harsha Shanthanna, Jonah Shiroky, Shaidah Deghan, Boris Zevin, Zacharie Cloutier, Tyler Cookson, Karen Barlow, Vanessa Boudreau, Mehran Anvari, Jane Brodie, Erin O’Brien, Katherine Tedman-Aucoin, Diana Lawlor, Raleen Murphy, Laurie Twells, David Pace, James Ellsmere, Bradley Evans, Terry Zhang, Edward C. Deehan, Dina Kao, Naomi Hotte, Daniel Birch, Shahzeer Karmali, Kalutota Samarasinghe, Jens Walter, Karen Madsen, Erin Williams, Weidong Kong, Adam Fundytus, Christopher Booth, Sunil Patel, Antonio Caycedo-Marulanda, Wiley Chung, Sulaiman Nanji, Shaila Merchant, Bettina Hansen, Lawrence Paszat, Nancy Baxter, Adena Scheer, Tahereh Najafi Ghezeljeh, Maxime Lapointe-Gagner, Philip Nguyen-Powanda, Fateme Rajabiyazdi, Lawrence Lee, Julio Fiore, Rinku Sutradhar, Barbara Haas, Matthew Guttman, Antoine Eskander, Natalie Coburn, Tyler R. Chesney, Bourke Tillman, Victoria Zuk, Wing Chan, Julie Hallet, Filomena Servidio-Italiano, F A Quereshy, Gonzalo Sapisochin, Eitan Prisman, Elliot Mitmaker, Ross Walker, Jonn Wu, Anne Nguyen, Sam Wiseman, Dennis Hong, Michael Gupta, Jesse D. Pasternak, Omar Vergara-Fernandez, Amanpreet Brar, James Conner, Richard Kirsch, Mantaj Brar, Erin Kennedy, Anand Govindarajan, Robert Gryfe, Helen MacRae, Zane Cohen, Robin McLeod, Carol Swallow, Farhad Ghasemi, Megan Delisle, Dawn Stacey, Jad Abou-Khalil, Kimberly Bertens, Brittney Dingley, Guillaume Martel, Kristen McAlpine, Carolyn Nessim, Shaheer Tadros, Marc Carrier, Rebecca Auer, Antoine Eskander, Natalie Coburn, Rinku Sutradhar, Wing Chan, Julie Hallet, Felicia Pickard, Alexander Mathieson, Michael Hogan, Melanie Seal, Belkacem Acidi, Wendy Johnston, Dario Callegaro, Ramzi Helewa, Rebecca Gladdy, Peter Chung, Charles Catton, Korosh Khalili, Charles Honoré, Carol Swallow, Ning Fu, Karineh Kazazian, Karina Pacholczyk, Deanna Ng, Jossie Swett-Cosentino, Paul Savage, Yukiko Shibahara, Sangeetha Kalimuthu, Osvaldo Espin-Garcia, James Conner, Jonathan Yeung, Carol Swallow, Frédéric Mercier, Victoria Barabash, Calvin Law, Natalie Coburn, Simron Singh, Sten Myrehaug, Wing Chan, Julie Hallet, Rebecca C. Auer, Narry Muhn, Barbara Heller, Peter Lovrics, Deanna Ng, D Koerber, Eisar Al-Sukhni, David Cyr, Sameer Apte, Carolyn Nessim, Judy Ban, Leo Chen, Elaine McKevitt, Rebecca Warburton, J Pao, Carol Dingee, Urve Kuusk, Amy Bazzarelli, Nicole Look Hong, Anna Gagliardi, Bryanna Nyhof, Braulio Marfil-Garza, Gurpal Sandha, David Cooper, Khaled Dajani, David Bigam, Blaire Anderson, Tatsuya Kin, Doug O’Gorman, Peter Senior, Camillo Ricordi, Michael Moser, Henry Lam, Jennifer Flemming, Diederick Jalink, Sulaiman Nanji, Sean Bennett, Betty Zhang, Kasia Tywonek, Brandon Meyers, Pablo Serrano, Tori Lenet, Risa Shorr, Kimberly Bertens, Fady Balaa, Guillaume Martel, Shiva Jayaraman, Alice Wei, Alyson Mahar, Yosuf Kaliwal, Guillaume Martel, Natalie Coburn, Julie Hallet, Phil Williams, Marco Claasen, Tommy Ivanics, Marina Englesakis, Steven Gallinger, Bettina Hansen, Gonzalo Sapisochin, Tommy Ivanics, Marco Claasen, Steven Gallinger, Bettina Hansen, Gonzalo Sapisochin, Tori Lenet, Fady Balaa, Guillaume Martel, Alexandre Brind’Amour, Kimberly Bertens, Kimberly Bertens, Yves Collin, Tommy Ivanics, Christian Toso, Rene Adam, Jan Ijzermans, Gonzalo Sapisochin, Wojtek G. Polak, Maxime Léveillé, Christine Lawson, Lee‐Hwa Tai, Shiva Jayaraman, Melanie Tsang, Ahmed Al-Arnawoot, Luckshi Rajendran, Tyler Lamb, Anastasia Turner, Morgann Reid, Jad Abou-Khalil, Kimberly Bertens, Guillaume Martel, Fady Balaa, Chris Zhang, Madeline Lemke, Juan Glinka, Ken Leslie, Anton Skaro, Ephraim Tang, Melanie E. Tsang, Shiva Jayaraman, Lev Bubis, Shiva Jayaraman, Melanie E. Tsang, Olivia Ganescu, Melanie Tsang, Shiva Jayaraman, Olivia Ganescu, Jean-Sébastien Pelletier, Woo Jin Choi, Tommy Ivanics, Marco P.A.W. Classen, Gonzalo Sapisochín
Bibliographic record
VenueCanadian Journal of Surgery · 2022
Typereview
Languageen
FieldMedicine
TopicAbdominal Trauma and Injuries
Canadian institutionsLunenfeld-Tanenbaum Research InstituteToronto General HospitalKingston Health Sciences CentreUniversité LavalPrincess Margaret Cancer CentreHealth Sciences NorthSurrey Memorial HospitalFraser HealthCarleton UniversityVancouver Coastal Health Research InstituteCanadian Armed ForcesSt. Joseph’s Healthcare HamiltonUniversity of OttawaDalhousie UniversityHamilton Health SciencesWestern UniversityNova Scotia Health AuthorityAlberta Health ServicesVancouver General HospitalMcGill University Health CentreSt Joseph's Health CareMcGill UniversityLondon Health Sciences CentreSunnybrook Health Science CentreUniversity of CalgaryHealth Sciences CentreOttawa HospitalSault Area HospitalUniversity of TorontoMemorial University of NewfoundlandUniversité du Québec à MontréalVancouver Coastal HealthUniversité de SherbrookeUniversity of ManitobaUniversity Health NetworkUniversity of AlbertaUniversity of SaskatchewanNOSM UniversityUniversity of British ColumbiaCanadian Medical Protective AssociationMcMaster UniversityQueen's University
FundersEngineering and Physical Sciences Research Council
KeywordsMedicineFasciaVentral herniaTransversus abdominisAbdominal wallWatchful waitingSurgeryAbdomenGeneral surgeryInternal medicine
Abstract
TEST 02 - Elsevier's Scopus, the largest abstract and citation database of peer-reviewed literature. Search and access research from the science, technology, medicine, social sciences and arts and humanities fields.
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 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.
metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.422
Threshold uncertainty score1.000
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.004 |
| Bibliometrics | 0.006 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.034 | 0.000 |
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 head0.106
GPT teacher head0.310
Teacher spread0.204 · how far apart the two teachers sit on this one work
Validation status
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 teacher head, not a consensus.
Study designNot applicable
Domainnot available
GenreReview
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".
Quick stats
Citations1
Published2022
Admission routes3
Has abstractyes