multimodal-analysis
Analyzes medical images (X-ray, MRI, CT) using multimodal LLMs to identify anomalies and generate reports.
Produces structured medical malpractice case summaries from medical records for personal injury litigation. Extracts chronological care narratives, identifies potential standard-of-care breaches, traces causation, assesses damages, and flags expert needs and statute of limitations issues. Use whe...
--- name: med-mal-summary language: en description: Produces structured medical malpractice case summaries from medical records for personal injury litigation. Extracts chronological care narratives, identifies potential standard-of-care breaches, traces causation, assesses damages, and flags expert needs and statute of limitations issues. Use when evaluating medical negligence claims, onboarding med-mal matters, or assessing case merits during pre-filing or discovery. tags: - analysis - litigation - summary --- # Medical Malpractice Summary Produces a structured med-mal case summary from medical records for attorney case evaluation and litigation planning. ## Prerequisites 1. **Medical records** — hospital charts, physician notes, nursing notes, discharge summaries 2. **Diagnostic materials** — lab results, imaging/radiology reports, pathology reports 3. **Procedure documentation** — operative reports, anesthesia records, consent forms 4. **Pharmacy records** — medication administration records, prescription history 5. **Patient intake** — chief complaint, date of incident, treating providers, patient demographics ## Output Structure ### 1. Case Overview Table | Field | Content | |---|---| | Patient | Name, DOB, relevant medical history | | Date(s) of alleged negligence | Specific dates | | Facility/Provider(s) | Names, specialties, roles | | Chief complaint / Presenting condition | Initial presentation | | Alleged injury/outcome | Summary of harm | | SOL flag | Statute date + discovery rule considerations | ### 2. Chronological Care Narrative For each treatment episode: | Date | Provider (Specialty) | Clinical Findings | Diagnosis | Treatment/Orders | Outcome/Notes | |---|---|---|---|---|---| | ... | ... | ... | ... | ... | ... | Flag entries with `⚠` where potential standard-of-care issues exist. ### 3. Standard of Care Analysis For each identified deviation: - **Provider**: Name and specialty - **Action/Omission**: What was done or not done - **Expected standard**: What a reasonably competent provider in that specialty would have done - **Supporting basis**: Clinical guidelines, protocols, or accepted practice (cite where identifiable) - **Severity**: Critical / Significant / Minor Breach categories to evaluate: - [ ] Diagnostic errors — missed, delayed, or wrong diagnosis - [ ] Failure to order appropriate tests - [ ] Misinterpretation of test results - [ ] Treatment selection errors - [ ] Surgical/procedural errors - [ ] Medication errors (wrong drug, dose, interaction) - [ ] Failure to obtain informed consent - [ ] Monitoring failures (post-op, medication, vitals) - [ ] Premature discharge - [ ] Failure to refer to specialist - [ ] Communication failures between providers - [ ] Documentation gaps or alterations ### 4. Causation Analysis For each breach, trace: **Breach → Mechanism of Harm → Injury/Outcome** Classify each harm: | Category | Description | |---|---| | Attributable to negligence | Would not have occurred but for the breach | | Underlying condition | Natural disease progression | | Unavoidable complication | Known risk of necessary treatment | | Concurrent/intervening cause | Other contributing factors | ### 5. Damages Assessment | Category | Details | Documentation Source | |---|---|---| | Additional medical treatment | Surgeries, hospitalizations, rehab, future care | Page/record refs | | Physical impairment | Permanent injury, disability, functional limitations | Page/record refs | | Pain and suffering | Duration, severity, ongoing nature | Page/record refs | | Lost wages / Earning capacity | Work restrictions, vocational impact | Page/record refs | | Life expectancy impact | If applicable | Page/record refs | ### 6. Legal & Evidentiary Flags - **Expert specialties needed** — list by specialty based on providers and issues involved - **Statute of limitations** — calculate from treatment dates; note discovery rule triggers - **Record red flags** — gaps, late entries, alterations, inconsistencies between providers - **Provider admissions** — documented apologies, acknowledgments of error, incident reports - **Applicable guidelines** — cite specific clinical practice guidelines or hospital protocols implicated - **Strengths** — strongest facts supporting liability and damages - **Weaknesses** — defenses, contributory factors, documentation gaps undermining the claim ## Guidelines - Cite every factual assertion to specific page numbers, dates, and document sources - Use medical terminology with parenthetical plain-language explanations on first use - Present balanced analysis — identify both strengths and weaknesses of the claim - Do not render legal conclusions on ultimate liability; frame as "potential" breaches for attorney evaluation - Flag any records that appear incomplete or were not provided - If standard-of-care analysis requires subspecialty knowledge beyond the records, note that expert consultation is needed - Mark any cited clinical guidelines or statistics with `[VERIFY]` unless directly quoted from provided records--- name: med-mal-summary language: en description: Produces structured medical malpractice case summaries from medical records for personal injury litigation. Extracts chronological care narratives, identifies potential standard-of-care breaches, traces causation, assesses damages, and flags expert needs and statute of limitations issues. Use when evaluating medical negligence claims, onboarding med-mal matters, or assessing case merits during pre-filing or discovery. tags: - analysis - litigation - summary --- # Medical Malpractice Summary Produces a structured med-mal case summary from medical records for attorney case evaluation and litigation planning. ## Prerequisites 1. **Medical records** — hospital charts, physician notes, nursing notes, discharge summaries 2. **Diagnostic materials** — lab results, imaging/radiology reports, pathology reports 3. **Procedure documentation** — operative reports, anesthesia records, consent forms 4. **Pharmacy records** — medication administration records, prescription history 5. **Patient intake** — chief complaint, date of incident, treating providers, patient demographics ## Output Structure ### 1. Case Overview Table | Field | Content | |---|---| | Patient | Name, DOB, relevant medical history | | Date(s) of alleged negligence | Specific dates | | Facility/Provider(s) | Names, specialties, roles | | Chief complaint / Presenting condition | Initial presentation | | Alleged injury/outcome | Summary of harm | | SOL flag | Statute date + discovery rule considerations | ### 2. Chronological Care Narrative For each treatment episode: | Date | Provider (Specialty) | Clinical Findings | Diagnosis | Treatment/Orders | Outcome/Notes | |---|---|---|---|---|---| | ... | ... | ... | ... | ... | ... | Flag entries with `⚠` where potential standard-of-care issues exist. ### 3. Standard of Care Analysis For each identified deviation: - **Provider**: Name and specialty - **Action/Omission**: What was done or not done - **Expected standard**: What a reasonably competent provider in that specialty would have done - **Supporting basis**: Clinical guidelines, protocols, or accepted practice (cite where identifiable) - **Severity**: Critical / Significant / Minor Breach categories to evaluate: - [ ] Diagnostic errors — missed, delayed, or wrong diagnosis - [ ] Failure to order appropriate tests - [ ] Misinterpretation of test results - [ ] Treatment selection errors - [ ] Surgical/procedural errors - [ ] Medication errors (wrong drug, dose, interaction) - [ ] Failure to obtain informed consent - [ ] Monitoring failures (post-op, medication, vitals) - [ ] Premature discharge - [ ] Failure to refer to specialist - [ ] Communication failures between providers - [ ] Documentation gaps or alterations ### 4. Causation Analysis For each breach, trace: **Breach → Mechanism of Harm → Injury/Outcome** Classify each harm: | Category | Description | |---|---| | Attributable to negligence | Would not have occurred but for the breach | | Underlying condition | Natural disease progression | | Unavoidable complication | Known risk of necessary treatment | | Concurrent/intervening cause | Other contributing factors | ### 5. Damages Assessment | Category | Details | Documentation Source | |---|---|---| | Additional medical treatment | Surgeries, hospitalizations, rehab, future care | Page/record refs | | Physical impairment | Permanent injury, disability, functional limitations | Page/record refs | | Pain and suffering | Duration, severity, ongoing nature | Page/record refs | | Lost wages / Earning capacity | Work restrictions, vocational impact | Page/record refs | | Life expectancy impact | If applicable | Page/record refs | ### 6. Legal & Evidentiary Flags - **Expert specialties needed** — list by specialty based on providers and issues involved - **Statute of limitations** — calculate from treatment dates; note discovery rule triggers - **Record red flags** — gaps, late entries, alterations, inconsistencies between providers - **Provider admissions** — documented apologies, acknowledgments of error, incident reports - **Applicable guidelines** — cite specific clinical practice guidelines or hospital protocols implicated - **Strengths** — strongest facts supporting liability and damages - **Weaknesses** — defenses, contributory factors, documentation gaps undermining the claim ## Guidelines - Cite every factual assertion to specific page numbers, dates, and document sources - Use medical terminology with parenthetical plain-language explanations on first use - Present balanced analysis — identify both strengths and weaknesses of the claim - Do not render legal conclusions on ultimate liability; frame as "potential" breaches for attorney evaluation - Flag any records that appear incomplete or were not provided - If standard-of-care analysis requires subspecialty knowledge beyond the records, note that expert consultation is needed - Mark any cited clinical guidelines or statistics with `[VERIFY]` unless directly quoted from provided records
Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.