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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 26 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.

aboutno affunlabeled
Inclusivity in global research.
2025· article· Figshare· Medicine
machine prediction:candidate · open_scienceconsensus · none
0
citations
affno abstractunlabeled
Global emergency medicine: four part series on best practices
Shannon Chun, Nour Khatib, Arjun Sithamparapillai, Kimberly Desouza, Jodie Pritchard, Marko Erak +9 more
2024· editorial· en· Canadian Journal of Emergency Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Manitoba ships out
2003· article· en· III-Vs Review· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affno abstractunlabeled
Pursuing equity in surgical, obstetric, trauma, and anaesthesia (SOTA) care: bridging the gapGeospatial modelling of 1-hour and 2-hour access to Bellwether procedures in Uganda: the role of health centre IVs in emergency surgical careSurgical indicator estimates for Ghana: validation of the Utstein global surgery metrics consensus methodologyEconomic impact of pediatric surgery on families treated at a public hospital in EthiopiaEnhanced Recovery After Surgery protocol as an innovative solution for improving surgical patients’ outcomes in low- and middle-income countries: a systematic review and meta-analysisAdaptation of an Enhanced Recovery After Surgery protocol for elective gastrointestinal and hepatobiliary surgeries for tertiary hospitals in Ethiopia: a modified Delphi studyCare behaviour impact and acceptability of focused scope, structured point of care obstetric ultrasound (SPOUS) provided at point of practice in selected rural primary care settings in EthiopiaImpact of Advanced Trauma Life Support training on 30-day mortality in severely injured patients at a Kenyan tertiary centre: a retrospective matched case–control studySTITCH — Development of an accessible, intermediate-fidelity simulator for advanced surgical management of postpartum hemorrhageHow are task shifting and task sharing practitioners evaluated? A scoping reviewOperative delivery task shifting: current experience in EthiopiaFive-year review of the association of future African neurosurgeonsImproving implementation of an enhanced recovery after cesarean section protocol in the resource-limited setting of Koidu Government Hospital, Sierra Leone, 2024Global Surgery Community of Nurses, Novices, Experts, Clinicians, & Technicians (CONNECT): a pilot WhatsApp community of practice for front-line surgical providersQuality improvement through improving data management and patient navigation through the cancer journey in the NW region of CameroonCompliance with the WHO Surgical Safety Checklist and barriers to its long-term use: a mixed-methods evaluation study in a Benin teaching hospitalBarriers to accessing pediatric surgical care in EthiopiaSelf-assessment of orthopedic and trauma surgeon’s attitude, skills, and practice toward extremity vascular injury management in Ethiopia: a national surveyEarly outcomes and rate of conversion among patients undergoing laparoscopic cholecystectomy modified at Bugando Medical Centre, Mwanza, TanzaniaSumud (steadfastness) in the face of medical scholasticide in GazaStrengthening trauma care in crisis: advancing emergency surgical response and capacity building through targeted training in austere environmentsEyes on Ukraine: a Canadian Ophthalmological Society Foundation humanitarian aid initiativeAn assessment of factors leading to prolonged operative times in a low-resource setting (poster)Scalpel shortage amid strife: the declining interest and the complex interplay of factors shaping recent medical graduates’ decisions regarding vascular surgery amid Sudan’s alarming and multifaceted vascular surgeons shortage in 2024 — a mixed-methods study (poster)The characteristics and outcomes of trauma admissions to an adult general surgery ward in a tertiary teaching hospital (poster)Bridging the gap: strengths and systemic challenges in Lima’s trauma care landscape (poster, winner of 2025 BRT poster session)Bridging gaps in war-trauma critical care: insights from a resource-limited ICU in Ethiopia (poster)Perspective of surgical care providers in Liberia regarding ethical challenges in global surgery collaborationsOptimizing trauma care for remote Indigenous communities in Canada: telemedicine insights from resource-limited settings — a scoping reviewEstablishing a global orthopedic surgery training programIntensive care unit admission and length of stay differences for rural pediatric surgery patients in CanadaEmergency obstetric care: equity interventions in Indonesia and low- middle-income countries (LMICs) — a comparative analysis
Brian Kasagga, Francis Kobina Baidoo, Samuel Negash Amde, Peniel Kena Dula, Wongel Tena Shale, Tadele Dana Darebo +163 more
2025· article· en· Canadian Journal of Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial
Orhan Karamustafaoğlu
2012· editorial· en· International Journal of Physics & Chemistry Education· Medicine
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About