Ranks distinct AI gain and problem claims from the published record. Scores reward impact, independent source strength, scale, confidence, and recency.
The paper reviews persistent bottlenecks in moving evidence-based interventions into routine care and describes how data science and AI methods can help extract and synthesize implementation materials, analyze context, and support stakeholder engagement and adaptation, illustrated with a live precision oncology project and the ImpleMATE platform.
By June 2025, a qualitative study reported that young people with mental health difficulties experienced extreme online risks amplified by platforms promoting trending and viral content and by personalised recommendations that could trigger individual vulnerabilities, prompting hypervigilant coping efforts.
Researchers developed PCaPLMM_SFT, a Baichuan2-7B-Chat model fine-tuned for prostate cancer lifestyle management, using a knowledge base built from 2211 PubMed articles and over 150,000 knowledge slices covering diet, physical activity, weight, medication adherence, and psychological support. They generated 42,330 single-turn and 3008 multiturn QA pairs and evaluated the model against GPT-3.5-Turbo and the base model.
In a 2026 proof-of-concept pilot, final-year medical students used an AI virtual patient offering nine emergency medicine scenarios with AI-driven dialogue, speech recognition, and avatar interaction plus immediate feedback. Two cohorts completed pre- and postintervention OSCEs scored on communication, history and examination, management, and overall outcome, with surveys and focus groups for qualitative insight.
What happened: By April 2026, researchers completed a year-long study of AI use among cancer specialists and found that initial operational gains hid intuition rust, described as the gradual dulling of expert judgment, which later evolved into chronic harms such as skill atrophy and identity commoditization.
By June 2026, a law review article described how generative AI had been used to create a viral 2023 track, 'Heart on My Sleeve,' that imitated Drake and The Weeknd. The label confirmed the vocals were not the artists but an AI imitation trained on their recordings, after millions had been convinced it was real.
By June 2026, generative models such as GPT-4, Stable Diffusion and Mid journey were described as capable of producing entire works independently, while India's Copyright Act of 1957 remained drafted for human creators and relatively silent on such output.
By December 2025, a scoping review of six databases identified 55 studies of artificial intelligence across the concussion care pathway, from detection and diagnosis using EEG, speech and motor data to monitoring with wearables, mouthguards and video, plus prognosis and prevention modeling.
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