For attorneys and healthcare organizations

Medical Expert Review and Clinical Consulting

Independent physician analysis of medical records, clinical decisions and healthcare delivery — from a family physician who has practiced both front-line correctional medicine and community primary care, and who writes his own notes inside a modern EHR every working day.

  • Kanwar Partap Singh Gill, MD
  • Family medicine · Fresno, California
  • Published

The question behind most medical disputes

Most medical disputes turn on a small number of moments: the visit where a symptom could have been recognized, the result that sat in a queue, the medication that appeared on a list but never reached the patient, the request for care that was received, triaged and then lost. The record of those moments is rarely clean. It is spread across physician notes, nursing entries, orders, medication administration records, messages, scanned outside documents and, increasingly, text drafted by software and signed by a clinician.

A useful physician review reconstructs those moments as they actually unfolded. It separates what happened from when it was written down, what was available from what was known, and what the record establishes from what it merely suggests. It explains the medicine in language a judge, a jury, a claims committee or a medical director can follow. And it says plainly where the evidence stops.

That is the work Dr. Gill offers: physician-led record review, case assessment and, where the evidence and his qualifications support it, expert opinion — for counsel on either side of a dispute and for healthcare organizations that want an independent clinical read of how their care is delivered.

Areas of review

The practice is built on the clinical work Dr. Gill has actually done. Each discipline below has its own page describing the questions it can answer, the materials it requires, the work product it produces and the point at which another expert is needed.

Medical record review and case assessment

The entry point for most matters. Early merit screening for either side, source-linked chronologies, missing-records analysis and a clear statement of which questions a generalist physician can answer and which need a specialist.

Correctional medicine and jail healthcare

Receiving screening, the first days in custody, sick call and access to care, chronic disease and medication continuity, observation of seriously ill patients in a jail medical unit, and the decision to send a patient to the hospital — reviewed from the vantage of a physician who has made those decisions.

Primary care decisions and diagnostic follow-up

Diagnostic reasoning under uncertainty, recognition of warning signs, abnormal results and referral loops that did or did not close, cancer-screening intervals, chronic-disease monitoring and the line between outpatient recognition and specialist treatment.

Medication continuity and transitions of care

What was prescribed, dispensed, administered, withheld or reported as taken — tracked drug by drug across hospital discharge, institutional intake, transfer and release, with each change tested against its stated reason.

Clinical documentation and record consistency

Where a diagnosis, allergy, refusal or medication status first entered the record, how it travelled, and whether a later decision relied on it. Late entries, addenda, copied text and attestation are read for their clinical meaning, with technical audit-log work left to a forensic specialist.

AI-assisted and ambient documentation

Whether an AI-drafted note preserved the clinical meaning of the encounter: changes in certainty, attribution, negation, medication status or treatment intent, and whether the clinician's review was a meaningful opportunity to catch them.

Organizations can also commission bounded clinical governance reviews — who held clinical decision authority, whether a written policy could actually be carried out, and how active patient care survives a change of operator, pharmacy or EHR. The scenario library sets out more than forty concrete situations in which this work is useful.

How this review is done

  1. A front-line clinical vantage. Dr. Gill has spent several years as a staff physician in county jail medical care and practices community safety-net primary care. When the conduct at issue is a staff clinician's — the sick-call decision, the choice to keep a patient on the unit or send him out, the abnormal result in a crowded inbox — he reviews it as a physician who has made comparable decisions in a county jail setting and in community primary care. That perspective recognizes what was realistically available in the setting, and it recognizes a decision the setting does not excuse.
  2. Records read from the author's side of the screen. He writes his own notes every working day in an enterprise EHR, including AI-drafted notes that he reviews, corrects and signs. He knows how templates, carried-forward text, inbox routing, problem lists and medication lists commonly behave in daily use, and he identifies when a question turns on a specific system's configuration. That working knowledge is often the difference between a discrepancy that matters and one that does not.
  3. A method you can inspect before you call. The review process, fully worked fictional work samples and a set of educational articles are published here. Counsel can judge the reasoning before sending a single page of records, and the method is designed with the reliability and sufficiency requirements of expert evidence in mind; whether any opinion is admitted is for the court.
  4. Boundaries stated at the outset. Every discipline page names the questions that belong to another expert — emergency medicine, nursing, psychiatry, toxicology, pathology, EHR forensics. A generalist opinion is not stretched to cover a specialist question, and counsel learns early which experts the matter will need.
  5. Independence built into the terms. The same method and fee schedule apply to every party. Fees are for professional time and are never contingent on the content of an opinion or the outcome of a case. Conflicts are screened before records are sent. The independence policy explains how prior workplaces, publications and relationships are handled.

Who this work is for

Counsel for patients and families

An early, candid read of whether the medical evidence supports a claim, which records are missing, and which specialists the case will need — before significant resources are committed.

Counsel for clinicians, counties, health systems and insurers

An independent assessment of the care provided, including evidence that the care was reasonable, the alternative explanations the other side may not have considered, and the weak points that deserve attention early.

Public agencies and purchasers

A clinical read of the patient-care tasks a contract's care commitments imply (without interpreting the contract's legal effect), how a care-delivery problem arose, or what a transition between providers must protect.

Healthcare organizations

Focused reviews of medication handoffs, abnormal-result escalation, referral processes, documentation practices and the clinical use of AI-assisted documentation, each with an agreed question and work product.

Counsel for physicians

An independent clinical reading of a primary-care chart in a licensing, credentialing or employment matter, written for counsel and limited to what the record supports.

What a client receives

Every assignment begins with a defined question and ends with a work product matched to it. Depending on the engagement, that may be:

Work productWhat it doesTypical use
Preliminary case assessmentIdentifies the medical issues, the decision points that matter, the strongest and weakest facts on each side, and the records still neededDeciding whether and how to proceed
Source-linked medical chronologyA dated clinical account in which every entry cites its page or record identifier and separates event time, entry time, availability and responseOrganizing a large file; deposition preparation
Missing-records analysisLists the specific records whose absence could change the interpretation, and why each one mattersTargeted discovery and subpoenas
Opinion feasibility memorandumStates which questions a family physician can responsibly answer on the available evidence, and which require another disciplineExpert retention strategy
Written opinion or reportOpinions with their basis and reasoning, adverse evidence, alternative explanations, limits and the evidence that would change themDesignation and disclosure, when the matter calls for it
Organizational reviewA process map, order-to-action chronology or AI-documentation comparison with findings and practical recommendationsQuality improvement, procurement, transitions

See the work samples for fictional examples of each format.

How an engagement begins

  1. A short, non-clinical inquiry. Names of every party, facility, clinician group and contractor; the forum; the relevant dates; deadlines; and the question you need answered. No records and no patient details at this stage.
  2. Conflict and fit screening. Dr. Gill checks relationships, prior workplaces, publications and capacity, and assesses whether the question fits his qualifications. Some matters are declined; some are referred.
  3. Scope, terms and transfer. The question, role (consulting or potential testifying), work product, fee schedule and secure transfer method are agreed in writing before any substantive work.
  4. Review and report. The records are catalogued, the chronology built, and findings reported to counsel in the agreed form — including findings counsel may not want to hear.

Request a scope discussion Read the engagement terms

What this page does not offer

This is a professional consulting service for counsel and organizations. It does not provide medical care, examinations, second opinions to patients, or legal advice, and an inquiry does not create a physician–patient or attorney–client relationship. Patients seeking care or their own records should contact their treating clinician or the organization that holds the records.

Questions counsel often ask

Does Dr. Gill work for plaintiffs or for defendants?

Both. The same method, the same fee schedule and the same willingness to reach an unwelcome conclusion apply whichever side makes the inquiry. A preliminary review may support a claim, support the care that was given, or show that the available records cannot answer the question yet. Each of those results is useful to counsel deciding what to do next.

Is a record review the same as agreeing to testify?

No. A record review is often a consulting assignment that helps counsel understand the medicine, organize a complex file or decide which specialist is needed. Testimony is a separate decision, made after the evidence, the scope of the opinion, the proceeding's requirements and Dr. Gill's qualifications for that exact question have been assessed.

Which questions fall outside Dr. Gill's scope?

Emergency-department standard of care, surgical and procedural care, obstetrics, psychiatry and suicide-risk assessment standards, nursing practice standards, toxicology, pathology and cause of death, pharmacology beyond primary-care prescribing, and technical extraction of EHR audit logs. When a matter needs one of those disciplines, he says so at the outset rather than stretching a generalist opinion.

Can Dr. Gill review matters outside California?

He considers them case by case. Expert qualification rules differ by state; some states require the expert to share the defendant's specialty or certification, and some treat expert testimony as the practice of medicine. Counsel should identify the forum at inquiry so that eligibility can be assessed before any records are sent.

How do we start?

Send a short, non-clinical inquiry that names every party, facility and contractor for conflict screening, the forum, the relevant dates, any deadlines and the question you need answered. Records follow only after conflicts are cleared and the scope, terms and transfer method are agreed in writing.

Have a matter that may fit?

Send a short, non-clinical inquiry naming the parties, forum, dates and question. Conflicts are screened before any records are sent, and every party is offered the same method and terms.

This page describes professional consulting services for attorneys and healthcare organizations. It is not legal advice or medical advice. An inquiry does not create an engagement, an attorney–client relationship or a physician–patient relationship. Opinions are formed only after review of the evidence and may support, limit or contradict the position of the party that requests them. Fees are never contingent on the content of an opinion or the outcome of a matter.

Reviewed and approved for publication by Kanwar Partap Singh Gill, MD · 5 November 2026.

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