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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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Canadian Family Physician
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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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

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

1,830 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.
1,830 works in the cohort · of 4,299,418page 4 of 37

Labels cover 2 of 1,830 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 1,830 of 1,830 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Exploring family physician stress
F. Joseph Lee, Judith Belle Brown, Moira Stewart
2009· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
8
citations
venueno affunlabeled
Elephantiasis nostras verrucosa
Fang‐Yih Liaw, Ching-Fu Huang, Yucheng Wu, Bai‐Yao Wu
2012· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affvenueaboutunlabeled
Climate-conscious inhaler prescribing for family physicians
Samantha Green, Valeria Stoynova, Celia Culley, Alan Kaplan, Ilona Hale, Nicole Simms +1 more
2024· review· en· Canadian Family Physician· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affvenueunlabeled
Approach to chronic wrist pain in adults
Shayan Hemmati, Brett Ponich, Ann‐Sophie Lafrenière, Olivia Genereux, Brian D. Rankin, Kate Elzinga
2024· review· en· Canadian Family Physician· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
venueno affno abstractunlabeled
Adapting primary care to respond to COVID-19
Onil Bhattacharyya, Payal Agarwal
2021· article· en· Canadian Family Physician· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affvenueaboutunlabeled
Male factor infertility
Luke Witherspoon, Ryan Flannigan
2021· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
7
citations
afffundvenueunlabeled
Preventive screening in women who have sex with women
Earle H. Waugh, Douglas Myhre, Cassandre Beauvais, Guylène Thériault, Neil R. Bell, James A. Dickinson +3 more
2021· article· en· Canadian Family Physician· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
venueaboutno affunlabeled
Implementation of electronic medical records
Michelle Greiver, Jan Barnsley, Richard H. Glazier, Rahim Moineddin, Bart J. Harvey
2011· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · noneconsensus · none
7
citations
affvenueunlabeled
Screening for primary prevention of fragility fractures
Roland Grad, Donna L. Reynolds, Viola Antao, Neil R. Bell, James A. Dickinson, Minna Johansson +3 more
2023· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
7
citations
affvenueaboutunlabeled
Team-based care Evaluation and Adoption Model (TEAM) Framework
Sarah Fletcher, Elka Humphrys, Paule Bellwood, Tiffany Hill, Ian Cooper, Rita McCracken +1 more
2021· review· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
venueno affunlabeled
Evidence-based medicine among Jordanian family physicians
Farihan Barghouti, Lana Halaseh, Tania Said, Abdel Halim Mousa, Adel Dabdoub
2009· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
7
citations
affvenueaboutunlabeled
Adopting electronic medical records
Morgan Price, Alexander Singer, Julie Kim
2013· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
venueaboutno affunlabeled
RESPECT from specialists
Donna Manca, Stanley Varnhagen, Pamela Brett-MacLean, G. Michael Allan, Olga Szafran
2008· article· en· Canadian Family Physician· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
venueaboutno affunlabeled
Family medicine research capacity building
Walter Rosser, Marshall Godwin, Rachelle Seguin
2010· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
6
citations
afffundvenueunlabeled
Improving preventive screening with Indigenous peoples
Pascale Breault, Jessie Nault, Michèle Audette, Sandro Échaquan, Jolianne Ottawa, Olga Szafran +6 more
2021· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · stsconsensus · none
6
citations
affvenueaboutunlabeled
Natural history of abdominal pain in family practice
Thomas R. Freeman, Moira Stewart, Daniel W. Leger, John Jordan, Julie Copeland, Ian M. Hons +2 more
2023· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
venueaboutno affunlabeled
Priorities in health system reform
Brady Bouchard
2022· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · stsconsensus · none
6
citations
afffundvenueunlabeled
Getting standardization right
Elise Paradis, Chanté De Freitas, Ruth Heisey, Karen Burrell, Lisa Fernandes, Jane D. McLeod +1 more
2021· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
venueno affunlabeled
Family medicine has become more complex
Christie Newton
2023· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
6
citations
venueaboutno affunlabeled
Osteoporosis screening for men
Natalie Cheng, Michael Green
2008· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
venueaboutno affunlabeled
Genetic education for primary care providers
June Carroll, Andrea L. Rideout, Brenda J. Wilson, Judith Md Allanson, Sean Blaine, Mary Jane Esplen +9 more
2009· article· en· Canadian Family Physician· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
6
citations
venueno affunlabeled
Shuddering attacks
Jessie J. Wang, Ran D. Goldman
2021· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueunlabeled
Rapid recommendations
Danielle O’Toole
2025· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueaboutunlabeled
Equity and practice issues in colorectal cancer screening
Setting Toronto, Sandy Buchman, Ccfp Fcfp, Linda Rozmovits, Richárd, Howard S. Glazier
2016· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueaboutunlabeled
Comprehensiveness of care for women with depression
Maggie Siu, Rachael Morkem, David Barber, John Queenan, Michelle Greiver
2022· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueunlabeled
Too soon or too late?
James A. Dickinson, Guylène Thériault, Harminder Singh, Roland Grad, Neil R. Bell, Olga Szafran
2021· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
venueaboutno affunlabeled
Choosing Wisely Canada recommendations
Lenora Brace
2021· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
6
citations
venueno affunlabeled
Artificial intelligence and the family physician
Nicholas Pimlott
2021· editorial· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · research_integrity
6
citations
affvenueaboutunlabeled
Can you afford to keep practising?
Philip Jacobs, Neil R. Bell, Douglas M Woudstra
2021· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueunlabeled
Gabapentin for alcohol use disorder
Justin Weresch, Jessica Kirkwood, Christina Korownyk
2021· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueaboutunlabeled
Key concerns among pregnant individuals during the pandemic
Tali Bogler, Neesha Hussain‐Shamsy, Andrée Schuler, Jenna Pirmohamed, Eliane M. Shore, Sheila Wijayasinghe +3 more
2021· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
venueno affunlabeled
Patterns of physician follow-up among young cancer survivors
Mary L. McBride, Maria Lorenzi, Jacqueline Page, Anne‐Marie Broemeling, John J. Spinelli, Karen Goddard +3 more
2011· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations

How this was built: Screen · Findings · About