{
  "subspecialtyId": "cardiology",
  "name": "Cardiology",
  "featured": false,
  "vendors": [
    {
      "vendorId": "nextgen",
      "name": "NextGen Healthcare",
      "website": "https://www.nextgen.com",
      "rank": 1,
      "score": 0.8299,
      "metrics": {
        "newsVolume": 0.9349,
        "newsRecency": 0.8676,
        "reviewScore": 0.76,
        "socialSentiment": 0.81
      },
      "sentiment": {
        "sentimentScore": 0.62,
        "summary": "NextGen Healthcare is perceived positively within the broader healthcare IT landscape, with notable recognition for AI innovation and specialty-focused enhancements. A cardiology practice specifically (Advanced Heart Group) has chosen the vendor to improve patient experience and operations. However, the material provided contains primarily news announcements and partnership updates rather than deep user feedback; the 3.8/5 Capterra rating suggests mixed real-world satisfaction, indicating solid but not exceptional performance among actual users.",
        "notableThemes": [
          "AI and ambient listening technology innovation",
          "Strategic partnerships and integrations (ScImage, Eyefinity, TSI Healthcare acquisition)",
          "Specialty-focused solutions (cardiology, ophthalmology, pediatrics)",
          "Recognition in industry benchmarks and awards",
          "Mixed user satisfaction despite positive vendor momentum"
        ],
        "mentions": [
          {
            "text": "Advanced Heart Group Chooses NextGen Healthcare to Enhance Patient Experience and Streamline Operations HIT Consultant",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMijgFBVV95cUxPR0lSbHpEd1U5LTRQcjk0RVc2VE1JSkZabTBvWnBxNUhWUTBaaU5GM3Z1MDNaaW1zNUwtMHdZbHpZRjhpRjZyaXdqREhDa2FFWHJiQ1ZwYkNxeWoxalpnQ2FkUHRjaHFVTEZUQmZXb2ozN2VMVzdncXduTW1kYUxuUGRsakhhM1hUa2JBc1VB?oc=5",
            "publishedAt": "2024-07-22T07:00:00.000Z",
            "sentiment": "positive"
          },
          {
            "text": "NextGen Healthcare introduces AI-based ambient listening tech Eyes On Eyecare",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMitAFBVV95cUxPZjZ5ZEJwakZ0N05TUXlCQ2ZhZi1xeUFVblpZZkNmM3gwQURZSWNya1BKWmNPaWpUTHZRc25IcC16aGR0bXA3NWxiVXl5Q3BHVjduMFFkbC1JUHlINzBZR1pZcmxYX0kwYThRdlh5N28yNHFpWmMtZjFDRWJDY0pENnFEWkR6NlpyQk5wRzN1VllyelRMeDUtODdGbUx6czEyMDhCbmE2a2xsMDN1WUFZZ3A3OXc?oc=5",
            "publishedAt": "2024-10-08T07:00:00.000Z",
            "sentiment": "positive"
          },
          {
            "text": "ScImage and NextGen Healthcare Expand Partnership Imaging Technology News",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMiiwFBVV95cUxPXzFqUzRpWnpGeThxLTlkZzZEbWFrUVFEbEZJYlNCdFBEWGMwRUtZSzVSWllGV2o2ZkxzcGNObU9MQlo2WURsNVAwS1Y4REgzNUE2NmhqNlMtbWIybmc1cnRITG5ZYTRGaExHcVQ2cktNRXhXay1FVW9HX2swUzkxZFYzMThURU1aWkZn?oc=5",
            "publishedAt": "2016-02-24T08:00:00.000Z",
            "sentiment": "positive"
          },
          {
            "text": "NextGen Healthcare Announces Agreement to Acquire TSI Healthcare Healthcare IT Today",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMirwFBVV95cUxNc0FxN0xyYVB5SmktSHpEQ3Y1bDZIZVJEVlk3TlBTeVBjOUZqMEVMaU52Z01WMF9sYkFyQmFZT1BUcnhackVDN3VseFROMFM0dlhadTFUcmN2YW15bDBOYmtCU1AwM3FqVE5PeG8yeTM0a0J0YTQ0VzYwZUltUXdoNkx5UnUxSmtLejNJNXBjUW81WWtsUE9JZm9INnhVaE56cHlqeUxzRjBYOWFNQy1r?oc=5",
            "publishedAt": "2022-12-09T08:00:00.000Z",
            "sentiment": "positive"
          },
          {
            "text": "Ambulatory EHR Excellence 2026: Top Vendors Recognized for Breakthrough Innovation and Specialty User Satisfaction in Black Book 2026 Surveys Newswire.com",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMirgFBVV95cUxNQWl0Y2hGSUIwU0RCckdTYjQwMTN4WG9VdkMtbUxlRkp6RlJ1ckszRDJacThyZ0xOWG5CTTUwVmVJRlFOaGdMbDhrRExiTTBHYUIxaWNHODNDWkNxMTFBb094V0Q2U3R3b3NqR0VUM182V3ZGTGtKdGMyb1NNVUVqbVNVMHNQWHV5YUNzQmxUSUU4Q3FRb2dpMVhKSXhkc0xPOVREaWFreTBZaTlXb2c?oc=5",
            "publishedAt": "2026-01-15T08:00:00.000Z",
            "sentiment": "positive"
          },
          {
            "text": "NextGen Healthcare holds an aggregate rating of 3.8 out of 5 across 1300 reviews on Capterra (captured 2026-06-01).",
            "source": "reviews",
            "origin": "Capterra",
            "sentiment": "neutral"
          }
        ]
      },
      "signalCount": 13
    },
    {
      "vendorId": "epic",
      "name": "Epic",
      "website": "https://www.epic.com",
      "rank": 2,
      "score": 0.8232,
      "metrics": {
        "newsVolume": 1,
        "newsRecency": 0.7878,
        "reviewScore": 0.8,
        "socialSentiment": 0.675
      },
      "sentiment": {
        "sentimentScore": 0.35,
        "summary": "Epic is perceived as the dominant EHR platform with strong industry adoption and technical integrations, particularly in cardiology and across major health systems. However, the sentiment is tempered by persistent criticism around user interface design, usability challenges, and concerns about vendor lock-in dynamics. The material reflects a mixed picture: notable partnerships and clinical implementations highlight capability, but technical and workflow complaints suggest significant end-user frustration.",
        "notableThemes": [
          "Poor user interface and usability design (complexity, outdated aesthetics, steep learning curve)",
          "Strong market dominance and widespread adoption across major health systems",
          "Successful clinical integrations and partnerships (Boston Scientific, Philips, Northwell Health)",
          "Vendor lock-in concerns and monopolistic market position",
          "Technical integration challenges and data standardization issues"
        ],
        "mentions": [
          {
            "text": "Respect for the work, but recommend a pivot to Epic IT integrators as your target customer...<p>(1) Don&#x27;t confuse medical errors with claims errors.  Your claims-amplifying customers don&#x27;t really care about medical errors; they&#x27;re mainly just optimizing their extra",
            "source": "social",
            "origin": "hackernews",
            "url": "https://news.ycombinator.com/item?id=44064956",
            "publishedAt": "2025-05-22T18:12:50Z",
            "sentiment": "negative"
          },
          {
            "text": "This is where user-friendliness is a <i>requirement</i>, not a luxury.<p>Anyone who has ever looked at an EHR&#x2F;EPIC screen, can tell you that the 1990s Web called, and wants its tables and frames back.<p>In fact, one doctor I went to, still ran Windows 95 (in 2009), because t",
            "source": "social",
            "origin": "hackernews",
            "url": "https://news.ycombinator.com/item?id=44778259",
            "publishedAt": "2025-08-03T17:44:10Z",
            "sentiment": "negative"
          },
          {
            "text": "SFDPH in general has been moving in a more corporate&#x2F;consulting-BS direction in last several years, guessing that will accelerate with this individual. Their transition to Epic EHR across the system has heralded a new era of squeaky-clean product&#x2F;project managers who sl",
            "source": "social",
            "origin": "hackernews",
            "url": "https://news.ycombinator.com/item?id=43062985",
            "publishedAt": "2025-02-15T22:22:14Z",
            "sentiment": "negative"
          },
          {
            "text": "Cardiologist Sues Epic Over Copyright Infringement MedPage Today",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMibkFVX3lxTE1rUExnTWNxVnZ0THQzMGxVZjY5NUZJX19VSmdCUzhXQ05CbV9xR3N4Z2VGUThHMms3VGVHdmFhcVRVbTVCbVZxbDZGd1pNQk5hRGx1eUZqMDdtQ2xfdEpSczJ0eF9fcC1FWkQ3eFdR?oc=5",
            "publishedAt": "2022-03-31T07:00:00.000Z",
            "sentiment": "negative"
          },
          {
            "text": "Epic-integrated predictive models reduce readmissions, save $7M Healthcare IT News",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMioAFBVV95cUxNV01qVU5UYTJvaWNXbEZISF83ZC1XYWJjckJGQjd5WFY0Z1FqTURjelJBbjMtNFBrNWtmNkNwMVRwRUlCSmpabWx1eDlqYmNpYjBuZHRSeTVBOHNPdGdlT0p5VTNZVGx1VVNUOGJ2alI1emE0N3lfV09RcmF2S0Z3TWg4SmZ4N0R3cXBQcXdJRDdRVzFXZTN5TGFlR2VCeG83?oc=5",
            "publishedAt": "2025-09-03T07:00:00.000Z",
            "sentiment": "positive"
          },
          {
            "text": "Boston Scientific, Epic collaborate on cardiac diagnostic EHR services MassDevice",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMifkFVX3lxTE8tbnMzY2ttREVjZEZWcG9zNGR5dnp3R2pHMmExY29WSllYQWl0MkdIWV9CNEJodUNpSnhzZVVRazlRM28wSnpEdk9GNEFiV0xnOFNIdDItVTFTQ3prRm5PWnY0cW1pOTJUVE5EWE10Tk9WOVhKZnRnMDZVSzV6UQ?oc=5",
            "publishedAt": "2025-11-19T08:00:00.000Z",
            "sentiment": "positive"
          }
        ]
      },
      "signalCount": 35
    },
    {
      "vendorId": "cerner",
      "name": "Oracle Health (Cerner)",
      "website": "https://www.oracle.com/health",
      "rank": 3,
      "score": 0.765,
      "metrics": {
        "newsVolume": 1,
        "newsRecency": 1,
        "reviewScore": 0.7,
        "socialSentiment": 0.425
      },
      "sentiment": {
        "sentimentScore": -0.15,
        "summary": "Oracle Health (Cerner) shows mixed perception with several health systems adopting or extending the platform and promoting AI-driven efficiencies, but faces significant concerns around cybersecurity incidents, implementation challenges at the VA, and broader criticism of the vendor's technology and sales practices. The 3.5/5 G2 rating and social commentary reveal substantial user frustration despite marketing momentum.",
        "notableThemes": [
          "Cybersecurity vulnerabilities and data breach incidents",
          "VA deployment delays and readiness concerns amid high costs",
          "Adoption wins at regional health systems",
          "AI and automation features reducing documentation burden",
          "Negative developer and user sentiment toward product quality"
        ],
        "mentions": [
          {
            "text": "Cernerのサイバー攻撃により、Munson Healthcareの患者10万人超が影響を受ける\n\n北ミシガン最大の医療システムであるMunson Healthcareは最近、電子カルテ（EHR）システムへの不正アクセスについて患者に通知した。不正アクセスは早ければ2025年1月22日に開始され、EHRベンダーであるCernerによって2025年2月20日に検知された。 現在はOracle HealthとなったCernerは、ハッカーが旧Cernerのレガシーサーバー2台にアクセスし、個人情報および健康情報の広範なデータを盗み取った可能性があることを確",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/blackhatnews.tokyo/post/3mddhhdurrx2s",
            "publishedAt": "2026-01-26T14:30:50Z",
            "sentiment": "negative"
          },
          {
            "text": "VA will resume Oracle Health EHR rollouts in 117 days despite concerns about a roughly $37 billion lifecycle cost and readiness for simultaneous deployments.",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/healthcarebriefly.bsky.social/post/3ma2z6z346f24",
            "publishedAt": "2025-12-16T01:42:19.966Z",
            "sentiment": "negative"
          },
          {
            "text": "The comments on this subthread are a bit out of touch in a very coastal-tech way -- yes, Oracle is a monster, yes, their tech is garbage, yes, their products are awful.<p>But Oracle owns Cerner Health (now Oracle Health, but to most users it is still Cerner), i.e. 25% market shar",
            "source": "social",
            "origin": "hackernews",
            "url": "https://news.ycombinator.com/item?id=47592846",
            "publishedAt": "2026-03-31T20:14:45Z",
            "sentiment": "negative"
          },
          {
            "text": "VA reported a flawless restart of its Oracle Health EHR rollout, while continuing work to fix issues at early deployment sites before scaling further.",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/healthcarebriefly.bsky.social/post/3mmfcvjjx7c2b",
            "publishedAt": "2026-05-21T21:01:22.813Z",
            "sentiment": "positive"
          },
          {
            "text": "Yesterday our team joined an Oracle Health webinar on their cloud-native EHR for behavioral health outpatient care.\nThey showed the full patient journey, from portal to billing.\nOne result stood out: 57% less documentation time.\n\nWe mapped it here: inclusioncloud.com/insights/blo",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/inclusioncloud.bsky.social/post/3meloxzhiac2n",
            "publishedAt": "2026-02-11T14:31:57.134Z",
            "sentiment": "positive"
          },
          {
            "text": "Arkansas Heart Hospital Extends Oracle Health EHR and Patient Accounting Across Its Network PR Newswire",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMi4AFBVV95cUxPZExTYTd5SG1UaWFucGdzMWFmMGJXazB0MkpDWDlIOXM2ZXNYVXoweEhDV2NwdFFTeWhqRUZzZzlpU3E5U2w4SG16VGkybmJ3VVJTdEhsY1RGanVMaUNZRUN3bHZLRE15R1hPczEwSHRwb09sQlp0U3NOdmwxM29tTEYtc0pvM3FXODRLei0xc29neGxPR1k3XzYtNDhqeVlUc0lscFR3OXR5QjIyei10dGxGZ2VEWjhYR3RQWHB2SnpLMnRQTE4zLUlnS1RUd0hOc0EzQmZIRjlwY2NucWx5aQ?oc=5",
            "publishedAt": "2024-03-13T07:00:00.000Z",
            "sentiment": "positive"
          }
        ]
      },
      "signalCount": 25
    },
    {
      "vendorId": "athenahealth",
      "name": "athenahealth",
      "website": "https://www.athenahealth.com",
      "rank": 4,
      "score": 0.685,
      "metrics": {
        "newsVolume": 0.8977,
        "newsRecency": 0.1971,
        "reviewScore": 0.74,
        "socialSentiment": 0.675
      },
      "sentiment": {
        "sentimentScore": 0.35,
        "summary": "athenahealth is perceived as a capable, growing vendor with strong momentum in specialty care (particularly cardiology) and value-based care solutions, evidenced by KLAS awards and strategic partnerships. However, sentiment is tempered by a moderate Capterra rating (3.7/5) and recurring physician criticism that the platform prioritizes billing over clinical usability—a systemic complaint shared across EHR vendors but notably surfaced for athenahealth.",
        "notableThemes": [
          "Strategic cardiology focus and value-based care enablement",
          "KLAS awards and industry recognition",
          "Cloud-based platform adoption by practices",
          "Billing-centric design priorities over clinician experience",
          "Interoperability and AI/integration capabilities"
        ],
        "mentions": [
          {
            "text": "I reviewed the top 10 EHR systems physicians use in 2025:\n\nEpic, Cerner, SmartClinix, Allscripts, Athenahealth...\n\nNone solve the real problem.\nThey're not built for doctors.\nThey're built for billing.",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/patientnotes.bsky.social/post/3lporuif3us25",
            "publishedAt": "2025-05-21T14:12:09.957Z",
            "sentiment": "negative"
          },
          {
            "text": "Oh, great.  This is the company we get our EHR software from.  Guess it will be run into the ground soon, too...\n\nH&F, Bain Capital tap into health tech boom with $17 bln Athenahealth deal https://www.reuters.com/markets/us/bain-capital-hellman-buy-athenahealth-17-bln-2021-11-22/",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/laweez.bsky.social/post/3lb6xjgxlxd2r",
            "publishedAt": "2021-11-24T15:27:31Z",
            "sentiment": "negative"
          },
          {
            "text": "athenahealth and Cardiovascular Associates of America Collaborate to Empower Independent Cardiologists to Deliver Value-Based Care Business Wire",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMilgJBVV95cUxQOG1DWWR5Yk5vTlBfVUthQ25fczdTWkhDMm41eVppQVZHMjVxNndIT2JIV28wVHZjenB1VU5lLTdJZ1EwOTFqNDN2dnBMYy1qYWRkeGJrYWpZNm9LNHdJWkRlclQ3UElqVmwyN2dob0xKM0tNZFNndUxKb1cxZTBBcUQ4YlkweHVjdjktNGNwUDNfQUdoemZuNXlod0dYWHNxbVA0Qkswemx4VHItSHM2WUNQTzllNG1SVDRZRUF6TlRiQ2cweWs3eGJ6TWNsWDhlV2VHM1g4aGdScGg4Wklpd0RQZUsyaUdoOXo0cVpDQUhQVkFGc2dPSHJydE1udUVJQURaTDNxc1hCSXVYTEc3M2RNUTVxUQ?oc=5",
            "publishedAt": "2024-06-18T07:00:00.000Z",
            "sentiment": "positive"
          },
          {
            "text": "athenahealth Wins Four 2023 Best in KLAS Awards Business Wire",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMipwFBVV95cUxOU0gxQlliNzFYR1g0eUsyM1V3NWxCTF9xZDZqakIyTVZLSWZvV3dpaHJXQnVjUTduU3RPWWxiN0N6dC00Y1A3c2RVVFlCMzNwTkVGR2kzaW9lSnl0QmY4MU5Bd2p2bnViWHliWkY1dmdOeXZlLWFmUXpEUkoyNm5TeE83MGFIYjE1N042NGUyZUgydlh3ME5pMU1wQ29pREk2Wk9OZFcwSQ?oc=5",
            "publishedAt": "2023-02-09T08:00:00.000Z",
            "sentiment": "positive"
          },
          {
            "text": "Hospitals in the US are almost all private already, so their scheduling & billing can’t be privatized, though they can be outsourced (I work for athenahealth, which does scheduling, billing, claims, & EHR software, so I’m quite familiar).\n\nWe tend to get high marks from healthcar",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/thejeffbyrnes.com/post/3m6snghkngc23",
            "publishedAt": "2025-11-30T00:21:42.597Z",
            "sentiment": "positive"
          },
          {
            "text": "athenahealth holds an aggregate rating of 3.7 out of 5 across 1500 reviews on Capterra (captured 2026-06-01).",
            "source": "reviews",
            "origin": "Capterra",
            "sentiment": "neutral"
          }
        ]
      },
      "signalCount": 21
    },
    {
      "vendorId": "eclinicalworks",
      "name": "eClinicalWorks",
      "website": "https://www.eclinicalworks.com",
      "rank": 5,
      "score": 0.6341,
      "metrics": {
        "newsVolume": 0.6986,
        "newsRecency": 0.0628,
        "reviewScore": 0.72,
        "socialSentiment": 0.81
      },
      "sentiment": {
        "sentimentScore": 0.62,
        "summary": "eClinicalWorks is perceived positively across the material reviewed, with strong momentum around AI-powered innovations and clinical workflow automation. The vendor is recognized for market leadership among small practices and earns a 3.6/5 aggregate rating on Capterra, suggesting solid but not exceptional real-world user satisfaction. Coverage emphasizes modern capabilities (ambient listening, natural language EHR navigation, Azure OpenAI integration) and successful implementations, though the moderate Capterra score indicates unresolved user pain points.",
        "notableThemes": [
          "AI and generative AI integration reducing administrative burden and improving clinician experience",
          "Market dominance in small-practice and mid-sized provider segments",
          "Cloud-based EHR adoption and value-based care enablement",
          "Clinical workflow automation and reduced data-entry friction",
          "Moderate user satisfaction with room for improvement in usability or support"
        ],
        "mentions": [
          {
            "text": "Interesting tidbit from AI panel at @eClinicalWorks Summit. One physician, who wasn't confident with written English, would only enter 1 or 2 lines into EHR. Now with AI Assistant their conversation is transcribed making the record more rich with data/info. #HITsm #digitalhealth",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/colinhung.bsky.social/post/3ksjz7qbiu32q",
            "publishedAt": "2024-05-15T15:30:14.256Z",
            "sentiment": "positive"
          },
          {
            "text": "eClinicalWorks integrated Azure OpenAI and Microsoft technologies into its EHR to automate clinical workflows, reduce administrative work, and enable natural language queries for clinicians. The solution improves efficiency, user experience, and reduces burnout. #HealthcareIT #AI",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/flo7up.bsky.social/post/3lueyiomkxq2m",
            "publishedAt": "2025-07-20T07:50:34.746302Z",
            "sentiment": "positive"
          },
          {
            "text": "21-Provider Michigan-Based Health Practice Improves Operations and Value-Based Care with eClinicalWorks EHR and Robotic Process Automation Business Wire",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMioAJBVV95cUxOMzVJYnJmVVBPdWJVUkhlYUpuLVJNb2p5Y1EyUUJwdzJZTldnbjRjNWJYNXhJN0padnRYX2g4RF9sS2JsU19ZanhzWllyTUV4M09oQjJLZm1UbzlwMTl2NWM2b09lLTNlZDhpcXNrUnh6c1RZaEVwSUUzRm1oeEtoZExEMG92cmFMeEhHR2o4R1hhSlRNOE1kczVKaDBLcGhSdUJEbUdjSnBOejBFUTlhZVprWldqZXl2ZGlXVW9GVlVzWEhXUGtEbll2RjN4SXkxQTVnelNMM3BRelVwaTVJbW04RmQxTER3Y1QwdVlVZVFtYnpyQjhlc3RMX0ZwdlNXNlpsWEkwa2tBTkZvbFExd2tNRVNiQ0Y2WVAtTFpJb3U?oc=5",
            "publishedAt": "2024-01-09T08:00:00.000Z",
            "sentiment": "positive"
          },
          {
            "text": "eClinicalWorks Brings ChatGPT and AI Models into EHR and Practice Management Solution dicardiology.com",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMiuAFBVV95cUxQQ1Q2WUtXZVl6dGlGQ2xfUDFKY0V2cFc4Zm5zNk91c19ZMk9TcWJiMVN3dHE0clhtakxfLTRLODNXUkQwZzdmdi1VNFZycjRKV1RoMUhZNjl3cGFWbjVUbFpFa2EtTWwwMk5GMXh4eHM2MkhwekI1d1QtRWx0NkZNUGcyU0pobWYxMUdIdE0xM2lKS2V0am5SOUhZd254aG1fYUV0T2s4VXdtMHdqaHkxV3NpYU5ZZll0?oc=5",
            "publishedAt": "2023-04-17T07:00:00.000Z",
            "sentiment": "positive"
          },
          {
            "text": "🧪 EClinicalWorks is integrating Sunoh.ai's AI-driven ambient listening tool into its EHR to produce clinical notes from both in-person and virtual visits, enabling health professionals to review and adjust alerts, summaries, and follow-up actions. 🩺",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/smcgrath.phd/post/3kcj3vl7xup2x",
            "publishedAt": "2023-10-24T16:02:26.754Z",
            "sentiment": "positive"
          },
          {
            "text": "eClinicalWorks holds an aggregate rating of 3.6 out of 5 across 1100 reviews on Capterra (captured 2026-06-01).",
            "source": "reviews",
            "origin": "Capterra",
            "sentiment": "neutral"
          }
        ]
      },
      "signalCount": 16
    },
    {
      "vendorId": "allscripts",
      "name": "Veradigm (Allscripts)",
      "website": "https://veradigm.com",
      "rank": 6,
      "score": 0.5357,
      "metrics": {
        "newsVolume": 0.5405,
        "newsRecency": 0.2371,
        "reviewScore": 0.7,
        "socialSentiment": 0.425
      },
      "sentiment": {
        "sentimentScore": -0.15,
        "summary": "Veradigm (Allscripts) receives mixed perception among cardiology practices. While the vendor is advancing its EHR platform with AI-driven analytics, GLP-1 datasets, and social determinants of health integration—efforts that attract positive industry attention—a significant security breach and $10.5M settlement for a December 2024 hack affecting 2.5M patients substantially undermines trust. The moderate G2 rating of 3.5/5 reflects this mixed picture.",
        "notableThemes": [
          "Security and data breach concerns",
          "AI and real-world evidence capabilities",
          "EHR platform expansion and integration features",
          "Regulatory and legal settlements",
          "Feature innovation in specialty datasets"
        ],
        "mentions": [
          {
            "text": "EHR Vendor Veradigm to Pay $10.5M to Settle Hack Lawsuit www.inforisktoday.eu/ehr-vendor-v...",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/michael-speller.bsky.social/post/3mddrshflhs2w",
            "publishedAt": "2026-01-26T17:36:02.116Z",
            "sentiment": "negative"
          },
          {
            "text": "EHRベンダーのVeradigm、ハッキング訴訟の和解で1,050万ドルを支払いへ\n\n電子カルテ（EHR）ベンダーのVeradigm（旧AllScripts）は、2024年12月のハッキング事案に関連して提起された統合クラスアクション訴訟を終結させるため、1,050万ドルの和解に合意した。この事案では、10社以上の医療提供者クライアントと、その患者約250万人が影響を受けた。 Veradigmに対する訴訟では、過失、黙示契約違反、不当利得などが主張された。…",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/blackhatnews.tokyo/post/3mcxhr663fj2a",
            "publishedAt": "2026-01-21T20:04:23Z",
            "sentiment": "negative"
          },
          {
            "text": "Veradigm taps AI to expand real-world insights on GLP-1 drug use Medical Economics",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMipAFBVV95cUxNVk5OakFheEI5NXE5aVhhdVNtV0FYTWpXdU5Sbkh5WmZNMlUwWUd0bzVLTm9lN0RkQmNJd0hQY1c5OGVsWjdHeUZIU1JmVlgya1drSW1qSm40R1h5WFFQQkNhMFY4bWk4UUVQS2N6NWEwZlRrTThOUTBkUkUzZ1lkbWJacmdBcTBfSm55WlRRQ0wwa3V6RHhyQWk2cVA5YmN4ODgzYg?oc=5",
            "publishedAt": "2025-05-12T07:00:00.000Z",
            "sentiment": "positive"
          },
          {
            "text": "Veradigm Advances GLP-1 Real-World Evidence Generation with AI-Driven EHR Data Curation 01net",
            "source": "news",
            "origin": "Google News",
            "url": "https://news.google.com/rss/articles/CBMirgFBVV95cUxQRy1nSW80WVhsSFE3RlJFQmNvZ01iQVR1cHVXTVNYSUxENEFVTTRINXFRMDcyOF9aRGdmdXJ3Z05sLUNDa3RwUzA1YUdKR1VSb2VsTF9TY0FBS3A5WGdENUdMbVpVcEk4Qm1rRkEtVFY4NTl2V1p1SXVUQlhfODh4UGtpOHhkYmFrVGxLZzQ1UjZrYmwwaGdsZDBaLUFneDRHdHA1M3M5d2V5Z0tXeXc?oc=5",
            "publishedAt": "2025-05-12T07:00:00.000Z",
            "sentiment": "positive"
          },
          {
            "text": "Veradigm integrates social determinants of health #SDoH and mortality data to its #EHR database.\n\nbecarispublishing.com/digital-cont...",
            "source": "social",
            "origin": "bluesky",
            "url": "https://bsky.app/profile/theevidencebase.bsky.social/post/3lg6g6z6cqc2w",
            "publishedAt": "2025-01-20T13:14:22.605Z",
            "sentiment": "positive"
          },
          {
            "text": "Veradigm (Allscripts) holds an aggregate rating of 3.5 out of 5 across 700 reviews on G2 (captured 2026-06-01).",
            "source": "reviews",
            "origin": "G2",
            "sentiment": "neutral"
          }
        ]
      },
      "signalCount": 10
    },
    {
      "vendorId": "medhost",
      "name": "MEDHOST",
      "website": "https://www.medhost.com",
      "rank": 7,
      "score": 0.443,
      "metrics": {
        "newsVolume": 0,
        "newsRecency": 0,
        "reviewScore": 0.74,
        "socialSentiment": 0.735
      },
      "sentiment": {
        "sentimentScore": 0.47,
        "summary": "MEDHOST receives a slightly above-average rating on Capterra (3.7/5) based on 130 reviews, indicating cautious acceptance among users. However, the limited material provided—a single aggregate rating without detailed commentary—makes it difficult to assess specific strengths, weaknesses, or how cardiology practices in particular perceive the platform. A more complete picture would require access to individual review excerpts, user feedback, and vendor-specific performance data.",
        "notableThemes": [
          "Aggregate user satisfaction at 3.7/5 suggests moderate but not strong approval"
        ],
        "mentions": [
          {
            "text": "MEDHOST holds an aggregate rating of 3.7 out of 5 across 130 reviews on Capterra (captured 2026-06-01).",
            "source": "reviews",
            "origin": "Capterra",
            "sentiment": "neutral"
          }
        ]
      },
      "signalCount": 1
    }
  ]
}