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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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Global Health and Surgery
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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.

1,735 results · 1 filter active ·
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20002025
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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.
1,735 works in the cohort · of 4,299,418page 34 of 35

Labels cover 19 of 1,735 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 1,735 of 1,735 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Short Term Experiences in Global Health (STEGH)
Saeed Ahmad Khan, Omar Taboun
2024· article· en· University of Western Ontario Medical Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
15th Bethune Round Table Conference on International SurgeryCaustic soda for the manufacture of a local variety of soap — the cause of untold suffering in the lives of children in a developing countryBarriers to care and patterns of congenital malformations in Eastern Democratic Republic of CongoAnesthesia capacity in rural hospitals in Enugu, NigeriaPostcrash management of road traffic injury victims in TanzaniaA framework for the monitoring and evaluation of international surgical initiatives in low- and middle-income countriesMaternal near miss and mortality in a tertiary care hospital in RwandaThe socioeconomic impact of lower extremity fractures in Uganda: 1-year results of a prospective case seriesPost–cesarean section pain control at Mbarara Regional Referral Hospital: a comparison of intrathecal morphine and transversus abdominis plane blockPediatric plastic surgery in global health: a scoping reviewUsing local theatre to reduce the surgical burden of childhood burns in East AfricaMeeting local needs in neonatal anesthesia to improve outcome in surgeryContext-specific challenges faced by Rwandan surgeons: development of an evidence-based resident curriculum in nontechnical skills to overcome resource variabilityUsing data to drive prehospital quality improvement in trauma: a mixed-methods analysis of the Rwandan experienceSurgical follow-up rates at HEAL Africa Hospital in Eastern Democratic Republic of CongoProof of concept methodology: feasibility of postoperative follow-up using cellular phones at HEAL Africa Hospital in the Eastern Democratic Republic of CongoDeveloping a critical care (CC) curriculum fit for purpose for the College of Surgeons of East, Central and Southern Africa (COSECSA)WHO Surgical Safety Checklist to reduce cost in a rural communityFacilitation of surgical skills acquisition by interns through simulation at UITH, NigeriaInnovations in minimally invasive surgeries for rural areasThe low-cost topical vacuum therapy unit: salvaging diabetic footEngaging communities in influencing quality of health care servicesSafety and efficacy of oral ketamine for premedication in children undergoing day surgerySurgical device innovation for low-resource settings: an alternative for bone drillingDeveloping an effective surgical skills simulation program for surgical residents in a resource-constrained settingBridging the communication gap between communities and health facilities using modern accessible technology with information power for improved care of vulnerable mothers and newborns: a case of 4 rural hospitals in UgandaFrom community laywomen to breast health workers: a successful training model for implementing a clinical breast exam screening program in MalawiImproving intra- and interhospital communication using caller user groups (CUG) for health service providers for material newborn healthAssessing access to surgical care in Nepal via a countrywide surveyManagement of bladder exstrophy using the mainz II procedure in a resource-limited setting: a multisite studyAddressing the value equation in global surgery: Connecticut’s experience with surgical care in low- and middle-income countriesInguinal hernia repair in Rwanda: a survey of the surgical residentsCompleteness and utility of surgical data capture at a rural Ugandan regional referral hospital: a foundation for quality improvement initiativesBuilding perioperative nursing capacity in Ethiopia through educationDevelopment of a combined surgery/oncology breast clinic in RwandaSurgical education partnerships: a socially responsible approach to augment surgical capacityCommunity needs assessment for prehospital trauma care in Northwestern CambodiaShumba Medical Society: practising pro-African medicine
Mohammed Bukari, Luc Kalisya Malemo, Respicious Boniface, George M. Ibrahim, Stephen Rulisa, Rodney Mugarura +134 more
2015· article· en· Canadian Journal of Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Access to Surgical Care and Late-Presenting Disease in Rural Haiti
Mallory Wilson, Jacques P. Thosiac, Rolvix H. Patterson, Alexis N. Bowder, Jordan Pyda, Christopher Dodgion +2 more
2019· article· en· Journal of the American College of Surgeons· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
PP341 Topic: AS09–Global Health/Resource Limited Setting/Health Inequalities/Impact of Global Warming/Other: OROTRACHEAL INTUBATION WITH 3D-PRINTED VIDEOLARYNGOSCOPE, TRADITIONAL VIDEOLARYNGOSCOPE, AND DIRECT LARYNGOSCOPY: COMPARATIVE STUDY IN A PEDIATRIC MANIKIN
Vitória Silva Souza Dias, Lucas Guimarães Ferreira Fonseca, Norma Sueli Pinheiro Módolo, José Roberto Fioretto, J. Gonçalves Martin
2024· article· en· Pediatric Critical Care Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Scholarly Publishing During a Pandemic
Lorie A. Kloda
2020· article· en· Evidence Based Library and Information Practice· Medicine
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
afffundno abstractunlabeled
Mapping the Global Cardiac Anesthesia Workforce
Dominique Vervoort
2025· letter· en· Journal of Cardiothoracic and Vascular Anesthesia· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
African Annals of Medicine Reviewers in 2025
African Annals of Medicine
2024· article· fr· Annales Africaines de Medecine· Medicine
machine prediction:candidate · metaresearch+insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Une suture dans le temps
David Ponka
2025· article· en· Canadian Family Physician· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Global Cardiac Surgery in Brazil: A Call to Action
Matheus Daniel Faleiro, Miguel Godeiro Fernandez, Kawanna Izabella Buzzo Feitosa, Dominique Vervoort
2024· article· en· Brazilian Journal of Cardiovascular Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Global awareness
Ann Wylie
2017· article· en· Research Portal (King's College London)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

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