Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.

  PMID 31918046 · PMC6992905 · iScience · 2020 · 8 claims · 8 setups

  Has reproduction · 96

  Assembled the largest reference blood gene expression profiling (GEP) dataset for AML to date: 12,029 samples from 105 studies across three platforms.

  peripheral datasets hg-u133 disjoint bulk machine deep

• An OMICs-based meta-analysis to support infection state stratification.

  PMID 33560295 · PMC8388022 · Bioinformatics (Oxford, England) · 2021 · 7 claims · 6 setups

  Has reproduction · 44

  Multi-class machine learning models built from cross-platform microarray meta-analysis can distinguish bacterial, viral and no-infection states with high accuracy (best model: 93% bacterial, 89% viral correct).

  blood merged affymetrix-optimized gene feature out-of-sample

• Malignant perinatal variant of long-QT syndrome caused by a profoundly dysfunctional cardiac sodium channel.

  PMID 19808432 · PMC2725366 · Circulation. Arrhythmia and electrophysiology · 2008 · 8 claims · 7 setups

  Full-text index only

  G1631D causes profound cardiac sodium channel dysfunction: markedly slowed inactivation (~10-fold), increased persistent current, depolarized voltage dependence of activation/inactivation, and slowed recovery from inactivation

  newborn tsa201 perinatal genetic whole-cell single-channel

• Sample preparation for serum/plasma profiling and biomarker identification by mass spectrometry.

  PMID 17166507 · PMC7094463 · Journal of chromatography. A · 2007 · 8 claims · 8 setups

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  Standardizing sample preparation procedures for serum/plasma profiling is critical for obtaining reliable biomarkers, since slight procedural changes can produce very different protein profiles.

  serum aqueous maldi-tof seldi-tof peak

• Improved weight management using genetic information to personalize a calorie controlled diet.

  PMID 17945020 · PMC2151062 · Nutrition journal · 2007 · 7 claims · 4 setups

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  Personalizing a weight-management diet using nutrigenetic test results improves long-term BMI reduction and weight loss maintenance compared to a standard diet.

  buccal patients serum genotyping case-control fasting

• Putting science over supposition in the arena of personalized genomics.

  PMID 18665132 · PMC2531214 · Nature genetics · 2008 · 6 claims · 3 setups

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  There is a rapidly widening gap between gene-disease association discovery and research into the public health/clinical utility of that information.

  adults same tested baseline multiplex telephone-based