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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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Antibiotics Pharmacokinetics and Efficacy
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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.

788 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.
788 works in the cohort · of 4,299,418page 1 of 16

Labels cover 4 of 788 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 788 of 788 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Comparative Review of the Carbapenems
George G. Zhanel, Ryan Wiebe, Leanne Dilay, Kristjan Thomson, Ethan Rubinstein, Daryl J. Hoban +2 more
2007· review· en· Drugs· Medicine
distilled prediction:candidate · noneconsensus · none
644
citations
affaboutunlabeled
Outpatient Gatifloxacin Therapy and Dysglycemia in Older Adults
Laura Park‐Wyllie, David N. Juurlink, Alexander Kopp, Baiju R. Shah, Thérèse A. Stukel, Carmine Stumpo +3 more
2006· article· en· New England Journal of Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
369
citations
affno abstractunlabeled
A Critical Review of the Fluoroquinolones
George G. Zhanel, Kelly Ennis, Lavern M. Vercaigne, Andrew Walkty, Alfred S. Gin, John M. Embil +2 more
2002· review· en· Drugs· Medicine
distilled prediction:candidate · noneconsensus · none
347
citations
affno abstractunlabeled
The Glycylcyclines
George G. Zhanel, Kristen Homenuik, Kim Nichol, Ayman Noreddin, Lavern M. Vercaigne, John M. Embil +3 more
2004· review· en· Drugs· Medicine
distilled prediction:candidate · noneconsensus · none
306
citations
affno abstractunlabeled
Rationalizing antimicrobial therapy in the ICU: a narrative review
Jean‐François Timsit, Matteo Bassetti, Olaf L. Cremer, George L. Daikos, Jan J. De Waele, Andre Kallil +9 more
2019· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
266
citations
affunlabeled
Antimicrobial Drug Use in Veterinary Medicine
Paul S. Morley, Michael D. Apley, Thomas E. Besser, Derek P. Burney, Paula J. Fedorka–Cray, Mark G. Papich +2 more
2005· article· en· Journal of Veterinary Internal Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
176
citations
affunlabeled
Antimicrobial Drug Use in Veterinary Medicine
Paul S. Morley, Michael D. Apley, Thomas E. Besser, Derek P. Burney, Paula J. Fedorka–Cray, Mark G. Papich +2 more
2005· review· en· Journal of Veterinary Internal Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
164
citations
affno abstractunlabeled
Pharmacokinetic Alterations Associated with Critical Illness
Diana Morales Castro, Linda Dresser, John Granton, Eddy Fan
2023· review· en· Clinical Pharmacokinetics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
150
citations
affunlabeled
Safety of Fluoroquinolones: An Update
Lionell Mandell, Glenn S. Tillotson
2002· article· en· Canadian Journal of Infectious Diseases and Medical Microbiology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
127
citations
affunlabeled
Ertapenem: review of a new carbapenem
George G. Zhanel, Christel Johanson, John M. Embil, Ayman Noreddin, Alfred S. Gin, Lavern M. Vercaigne +1 more
2005· review· en· Expert Review of Anti-infective Therapy· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
103
citations
affunlabeled
International consensus recommendations for the use of prolonged‐infusion beta‐lactam antibiotics: Endorsed by the American College of Clinical Pharmacy, British Society for Antimicrobial Chemotherapy, Cystic Fibrosis Foundation, European Society of Clinical Microbiology and Infectious Diseases, Infectious Diseases Society of America, Society of Critical Care Medicine, and Society of Infectious Diseases Pharmacists
Lisa Hong, Kevin J. Downes, Alireza FakhriRavari, Jacinda C. Abdul‐Mutakabbir, Joseph L. Kuti, Sarah C J Jorgensen +11 more
2023· article· en· Pharmacotherapy The Journal of Human Pharmacology and Drug Therapy· Medicine
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
101
citations
affunlabeled
Outpatient Parenteral Antimicrobial Therapy
Kevin B. Laupland, Louis Valiquette
2013· article· en· Canadian Journal of Infectious Diseases and Medical Microbiology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
90
citations
affno abstractunlabeled
Ceftobiprole
George G. Zhanel, Ashley Lam, Frank Schweizer, Kristjan Thomson, Andrew Walkty, Ethan Rubinstein +4 more
2008· review· en· American Journal of Clinical Dermatology· Medicine
distilled prediction:candidate · noneconsensus · none
89
citations
affno abstractunlabeled
The safety of quinolones—A meta-analysis of pregnancy outcomes
Benjamin Bar‐Oz, Myla E. Moretti, Radinka Boskovic, Lisa O’Brien, Gideon Koren
2009· review· en· European Journal of Obstetrics & Gynecology and Reproductive Biology· Medicine
distilled prediction:candidate · noneconsensus · none
88
citations

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