ArticleNature2022
Breaking into the black box of artificial intelligence.
Article in Nature, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
31 citing papers in PubMed, 1 synthesis or guideline pooled it.
- AI in the Health Sector: Systematic Review of Key Skills for Future Health Professionals.JMIR medical education · 2025Pooled it
- The world's oldest living culture leads the way with interpretable generative AI: Aboriginal women shaping the future of perinatal mental health services.PLOS digital health · 2026Article
- How to Make AI Ready for Rheumatology: Challenges and Perspectives.Mediterranean journal of rheumatology · 2025Article
- The hope and the hype of artificial intelligence for syncope management.European heart journal. Digital health · 2025Article
- Predictive techniques in medical imaging: opportunities, limitations, and ethical-economic challenges.NPJ digital medicine · 2025Article
- Near-term prediction of sustained ventricular arrhythmias applying artificial intelligence to single-lead ambulatory electrocardiogram.European heart journal · 2025Article
- Interpretable multi-label classification model for predicting post-anesthesia care unit complications: a prospective cohort study.BMC anesthesiology · 2025Article
- The ethics of using artificial intelligence in scientific research: new guidance needed for a new tool.AI and ethics · 2025Article
- Open Science at the generative AI turn: An exploratory analysis of challenges and opportunities.Quantitative science studies · 2025Article
- A Predictive Model Based on Machine Learning Algorithm for Vein Thrombosis After Ovarian Cancer Resection.International journal of women's health · 2025Article
- Artificial Intelligence in Breast Cancer Diagnosis and Surgical Decision-Making: An Updated and Comprehensive Overview of Precision and Personalization in Current Evidence.Cancer management and research · 2025Review
- AI-driven discovery of minimal sepsis biomarkers for disease detection and progression: precision medicine across diverse populations.Frontiers in medicine · 2025Article
- Amino acid sequence encodes protein abundance shaped by protein stability at reduced synthesis cost.Protein science : a publication of the Protein Society · 2025Article
- Bridging human and machine intelligence: Reverse-engineering radiologist intentions for clinical trust and adoption.Computational and structural biotechnology journal · 2024Article
- The Gut Microbiome and Symptom Burden After Kidney Transplantation: An Overview and Research Opportunities.Biological research for nursing · 2024Review
- Should AI models be explainable to clinicians?Critical care (London, England) · 2024Article
- The changing scenario of drug discovery using AI to deep learning: Recent advancement, success stories, collaborations, and challenges.Molecular therapy. Nucleic acids · 2024Review
- Will Artificial Intelligence Be "Better" Than Humans in the Management of Syncope?JACC. Advances · 2024Review
- An Intrinsically Explainable Method to Decode P300 Waveforms from EEG Signal Plots Based on Convolutional Neural Networks.Brain sciences · 2024Article
- Large language models and multimodal foundation models for precision oncology.NPJ precision oncology · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
35352042What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.