Skip to content
  • About
  • Contact
  • Contribute
  • Book
  • Careers
  • Podcast
  • Recommended
  • Speaking
KevinMD
  • All
  • Physician
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
  • Video
  • All
  • Physician
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
  • Video
    • All
    • Physician
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • Video
    • About
    • Contact
    • Contribute
    • Book
    • Careers
    • Podcast
    • Recommended
    • Speaking
KevinMD
  • All
  • Physician
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
  • Video
    • All
    • Physician
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • Video
    • About
    • Contact
    • Contribute
    • Book
    • Careers
    • Podcast
    • Recommended
    • Speaking
  • About KevinMD | Kevin Pho, MD
  • Be heard on social media’s leading physician voice
  • Contact Kevin
  • Discounted enhanced author page
  • DMCA Policy
  • Establishing, Managing, and Protecting Your Online Reputation: A Social Media Guide for Physicians and Medical Practices
  • Group vs. individual disability insurance for doctors: pros and cons
  • KevinMD influencer opportunities
  • Opinion and commentary by KevinMD
  • Physician burnout speakers to keynote your conference
  • Physician Coaching by KevinMD
  • Physician keynote speaker: Kevin Pho, MD
  • Physician Speaking by KevinMD: a boutique speakers bureau
  • Primary care physician in Nashua, NH | Kevin Pho, MD
  • Privacy Policy
  • Recommended services by KevinMD
  • Terms of Use Agreement
  • Thank you for subscribing to KevinMD
  • Thank you for upgrading to the KevinMD enhanced author page
  • The biggest mistake doctors make when purchasing disability insurance
  • The doctor’s guide to disability insurance: short-term vs. long-term
  • The KevinMD ToolKit
  • Upgrade to the KevinMD enhanced author page
  • Why own-occupation disability insurance is a must for doctors

The algorithm’s dilemma: Navigating ethics in health care

Jennifer Lycette, MD
Tech
March 8, 2023
Share
Tweet
Share

An excerpt from The Algorithm Will See You Now.

Jacie shoved her glasses up her nose. “For those not selected, when PRIMA gives its report, or whatever… and if it says the treatment won’t work, how do you tell the patient?”

“We don’t.” Hope paused. “That’s the nurse’s job, of course.”

Cecilia gave her a reproachful glance.

Hope backpedaled. “I mean, PRIMA has proven that training the nurses in the triage and delivery of test results allows the physicians to be more efficient. Physicians only meet the patients who’ve been properly identified as responders. Patrons, I guess we’re calling them now. That allows us to focus all of our medical skills on the people we can truly help. PRIMA trains the nurses to inform those we can’t help.” She tilted her head at Jacie. “You should understand this.”

“Oh, I understand.” Jacie’s voice was soft, but her jaw remained set. “So PRIMA doesn’t have to pay for the cost of their care, you mean.”

Hope couldn’t believe her ears. “What? That’s not the driving force. Not at all.”

Jacie shrugged a shoulder. “Don’t you worry even a little about their motivations? To make a profit?”

Hope’s head went hot, and she spoke in a carefully controlled voice. “Doctors gave my mom chemo—before they had the tech to know she’d be a non-responder. Do you know what happened? All she did was suffer. That’s the driving force. PRIMA helps us prevent unnecessary suffering.”

Jacie didn’t meet her eyes. “I guess—”

“No, there’s no guessing about it. That’s the entire point of what we’re doing here.”

Cecilia cleared her throat, and Hope dialed back down her voice. “Besides, if someone doesn’t want treatment at PRIMA, they can go elsewhere.”

Jacie raised her eyebrows. “Do you really think that? Do you know how hard it is for the uninsured?”

“They have the market exchanges.”

Jacie mumbled something that sounded like, “Yeah, right.”

Hope looked at Cecilia to interject, but her mentor was studying Jacie, a curious expression on her face. Hope shook her head in frustration.

“The reality is someone has to pay for healthcare. You don’t know what it’s like, outside of PRIMA.” Hope thought back to her first year of residency before she’d transferred to PRIMA. “All those prior authorizations and denials. The insurance companies impede doctors at every step. But here, the algorithm guides our treatment decisions. PRIMA’s going to improve the system for everyone.”

“But…” Jacie trailed off.

Hope raised her hands in frustration. “But what?”

Then she recalled Jacie’s words on the unit yesterday—my sister. Hope was truly sorry if Jacie had lost a sister, but Jacie didn’t understand the suffering doctors caused by treating non-responders.

An unbidden image flashed through her mind of the first time she had seen her mom’s bald head—the unexpected smallness. She’d wanted to cup her hands around it and feel the fascinating smooth beauty of it, but she’d been afraid, her mom’s head so fragile, and her eyes so large without her hair to frame her face. So instead, she’d shoved her hands in her pockets and stared at the floor.

Hope forced those thoughts back into the compartment where they belonged. Jacie was making this unnecessarily difficult. All they had to do was perfect their medical skill-sets, and the algorithm would guide them. Yesterday had been an exception. That’s all.

But another part of her mind whispered that she had administered treatments to a non-responder without knowing it. The algorithm had caused her to do what she most dreaded—the thing it was supposed to protect her from.

Maddox’s voice echoed in Hope’s head. The AI doesn’t make mistakes. People are a different story.

Had it somehow been Hope’s fault?

“I almost forgot.” Cecilia interrupted her thoughts, holding out an envelope. “This came for you. I meant to give it to you at our last Saturday breakfast.”

Hope took the letter, palms damp with sweat, her dad’s handwriting visible on the outside. He’d long ago figured out mail had a better chance to get to her here, where Cecilia periodically rounded it up for her, than at her apartment.

It was the last thing she needed right now, and she shoved the letter into her bag without opening it. Cecilia was right. The best thing Hope could do was rededicate herself to her purpose.

An alert popped up on her tablet, drawing her attention, and she forgot all about the letter. She sucked in a sharp breath, not believing her eyes.

Her ranking.

It had dropped, and she no longer held the top position. It now belonged to Leach. But the only person who could dock points was…

Maddox.

It wasn’t fair. The non-responder had been nothing under her control. She wanted to say something to Cecilia—to explain the unsettling interaction with Maddox.

The post-residency position. It should belong to you. I see it in you.

“Hope, if you could stick around, there’s something else I need to talk to you about—”

Cecilia broke off as, behind Hope, a change in air pressure rustled the papers on the floor, signaling the door opening.

Hope rotated halfway in her chair and froze.

Silver hair. A sweater, red as arterial blood. Maddox strode through the doorway, her gaze sweeping the room as if she owned the place.

Jennifer Lycette is a novelist, award-winning essayist, rural hematology-oncology physician, wife, and mom. Mid-career, Dr. Lycette discovered the power of narrative medicine on her path back from physician burnout and has been writing ever since. Her essays can be found in The Intima, NEJM, JAMA, and other journals. She can be reached on Instagram, LinkedIn, Facebook, and Mastodon.

Her books explore the overarching theme of humanism in medicine. Her first novel, The Algorithm Will See You Now (Black Rose Writing Press), a near-future medical thriller, is available now. Her second novel, The Committee Will Kill You Now, a prequel in the form of a near-historical medical suspense, is out 11/9/23 and available for preorder now in paperback and on Kindle.

Prev

Gratitude takes practice. How come health care workers aren’t better at it?

March 8, 2023 Kevin 0
…
Next

A fine line between DNR and denied treatment for the elderly [PODCAST]

March 8, 2023 Kevin 0
…

Tagged as: Health IT

< Previous Post
Gratitude takes practice. How come health care workers aren’t better at it?
Next Post >
A fine line between DNR and denied treatment for the elderly [PODCAST]

ADVERTISEMENT

More by Jennifer Lycette, MD

  • The emotional toll doctors face: a book review

    Jennifer Lycette, MD
  • Beyond safety whistles and pizza: On National Doctor’s Day and every day, physicians deserve humanity

    Jennifer Lycette, MD
  • Health insurance CEOs face “prior authorization”: a taste of their own medicine?

    Jennifer Lycette, MD

Related Posts

  • How social media can help or hurt your health care career

    Health eCareers
  • Health care is not a service commodity

    Peter Spence, MD, MBA
  • Why the health care industry must prioritize health equity

    George T. Mathew, MD, MBA
  • Improve mental health by improving how we finance health care

    Steven Siegel, MD, PhD
  • Proactive care is the linchpin for saving America’s health care system

    Ronald A. Paulus, MD, MBA
  • To fix health care, ask patients to change their understanding of how a health care system should work

    Richard Young, MD

More in Tech

  • AI in clinical documentation: the hidden risk of automation bias

    Gagandeep Rai
  • How AI scribes can rescue clinical education from burnout

    Lynn McComas, DNP, ANP-C
  • Health care cyberattacks expose a critical national security failure

    Kristen Cline, BSN, RN
  • AI agents in health care: What they say when we aren’t listening

    Alp Köksal
  • The hidden risks and rewards of AI scribes in medicine

    Arthur Lazarus, MD, MBA
  • The hidden risks of AI-generated progress notes in psychotherapy

    Arthur Lazarus, MD, MBA
  • Most Popular

  • Past Week

    • The 9 laws of health care quality: Why metrics miss the point

      Constantine Ioannou, MD | Physician
    • The hidden math behind physician hiring costs and recruitment

      Timothy Lesaca, MD | Physician
    • Politics and fear have replaced science in U.S. pain management [PODCAST]

      The Podcast by KevinMD | Podcast
    • Adult disability care transition: Why medicine must grow up

      Ronald L. Lindsay, MD | Conditions
    • Grief and healing: Learning to live with absence

      Michele Luckenbaugh | Conditions
    • The evolutionary intelligence of human milk: HMOs and lactose

      Rao M. Uppu, PhD | Conditions
  • Past 6 Months

    • The dangers of vertical integration in health care

      Stephanie Waggel, MD | Policy
    • The 9 laws of health care quality: Why metrics miss the point

      Constantine Ioannou, MD | Physician
    • Why does sex work seem like a more viable path than medicine in 2026?

      Corina Fratila, MD | Physician
    • From Singapore to Canada: a blueprint for primary care transformation

      Ivy Oandasan, MD | Policy
    • How board certification fuels the physician shortage crisis

      Brian Hudes, MD | Physician
    • The Platinum Rule in health care: Moving beyond the Golden Rule

      Harvey Max Chochinov, MD, PhD | Conditions
  • Recent Posts

    • Politics and fear have replaced science in U.S. pain management [PODCAST]

      The Podcast by KevinMD | Podcast
    • How punitive board tactics are harming pain management physicians

      Kayvan Haddadan, MD | Physician
    • AI in clinical documentation: the hidden risk of automation bias

      Gagandeep Rai | Tech
    • How AI scribes can rescue clinical education from burnout

      Lynn McComas, DNP, ANP-C | Tech
    • Surviving stage 4 breast cancer: a 10-year journey of hope

      Tami Berczuk | Conditions
    • Why immersive travel may be a powerful tool for behavior change

      Stacey Funt, MD | Physician

Subscribe to KevinMD and never miss a story!

Get free updates delivered free to your inbox.


Find jobs at
Careers by KevinMD.com

Search thousands of physician, PA, NP, and CRNA jobs now.

Learn more

Leave a Comment

Founded in 2004 by Kevin Pho, MD, KevinMD.com is the web’s leading platform where physicians, advanced practitioners, nurses, medical students, and patients share their insight and tell their stories.

Social

  • Like on Facebook
  • Follow on Twitter
  • Connect on Linkedin
  • Subscribe on Youtube
  • Instagram

ADVERTISEMENT

  • Most Popular

  • Past Week

    • The 9 laws of health care quality: Why metrics miss the point

      Constantine Ioannou, MD | Physician
    • The hidden math behind physician hiring costs and recruitment

      Timothy Lesaca, MD | Physician
    • Politics and fear have replaced science in U.S. pain management [PODCAST]

      The Podcast by KevinMD | Podcast
    • Adult disability care transition: Why medicine must grow up

      Ronald L. Lindsay, MD | Conditions
    • Grief and healing: Learning to live with absence

      Michele Luckenbaugh | Conditions
    • The evolutionary intelligence of human milk: HMOs and lactose

      Rao M. Uppu, PhD | Conditions
  • Past 6 Months

    • The dangers of vertical integration in health care

      Stephanie Waggel, MD | Policy
    • The 9 laws of health care quality: Why metrics miss the point

      Constantine Ioannou, MD | Physician
    • Why does sex work seem like a more viable path than medicine in 2026?

      Corina Fratila, MD | Physician
    • From Singapore to Canada: a blueprint for primary care transformation

      Ivy Oandasan, MD | Policy
    • How board certification fuels the physician shortage crisis

      Brian Hudes, MD | Physician
    • The Platinum Rule in health care: Moving beyond the Golden Rule

      Harvey Max Chochinov, MD, PhD | Conditions
  • Recent Posts

    • Politics and fear have replaced science in U.S. pain management [PODCAST]

      The Podcast by KevinMD | Podcast
    • How punitive board tactics are harming pain management physicians

      Kayvan Haddadan, MD | Physician
    • AI in clinical documentation: the hidden risk of automation bias

      Gagandeep Rai | Tech
    • How AI scribes can rescue clinical education from burnout

      Lynn McComas, DNP, ANP-C | Tech
    • Surviving stage 4 breast cancer: a 10-year journey of hope

      Tami Berczuk | Conditions
    • Why immersive travel may be a powerful tool for behavior change

      Stacey Funt, MD | Physician

MedPage Today Professional

An Everyday Health Property Medpage Today

Copyright © 2026 KevinMD.com | Powered by Astra WordPress Theme

  • Terms of Use | Disclaimer
  • Privacy Policy
  • DMCA Policy
All Content © KevinMD, LLC
Site by Outthink Group

Leave a Comment

Comments are moderated before they are published. Please read the comment policy.

Loading Comments...