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Society for Evidence-Based Gender Medicine

The (SEGM) is a 501(c)(3) nonprofit founded to promote the rigorous application of principles in youth . SEGM's emphasizes , compassionate, ethical, and healthcare for children, adolescents, and young adults experiencing , prioritizing systematic reviews of long-term outcomes, , and from political or ideological influences. The critiques the for interventions such as blockers and cross-sex hormones in minors, finding benefits highly uncertain while harms, including infertility and bone density loss, more clearly documented, and advocates for comprehensive evaluations and non-invasive approaches like psychotherapy. Founded by clinicians including William Malone, MD, Julia Mason, MD, Roberto D’Angelo, PsyD, and researcher Evgenia Abbruzzese, SEGM has grown to include advisors from over 20 countries and collaborated with hundreds of professionals on research appraisals, guideline analyses, and peer-reviewed publications challenging low-quality studies in the field. SEGM's work has contributed to global policy reevaluations, aligning with findings from systematic reviews like the UK's Cass Review, which prompted restrictions on youth medical transitions in nations including England, Sweden, and Finland. While commended for upholding scientific standards amid rapid clinical shifts, SEGM has drawn opposition from advocates of expansive medical treatments, who often dismiss its analyses despite SEGM's adherence to established evidence hierarchies over anecdotal or ideologically driven claims.

Founding and Organizational History

Establishment in 2019

The Society for Evidence-Based Gender Medicine (SEGM) was founded in as a non-profit dedicated to advancing evidence-based practices in youth gender medicine. Co-founders included endocrinologist William Malone, MD, and healthcare researcher Zhenya (Evgenia) Abbruzzese, with initial board members comprising pediatrician Julia W. Mason, MD, and psychologist Roberto D’Angelo, PsyD. The group emerged amid growing clinical concerns over the rapid adoption of medicalized protocols for treating gender dysphoria in minors, including puberty blockers and cross-sex hormones, which proponents advanced despite reliance on studies often criticized for methodological weaknesses such as small sample sizes, lack of controls, and high loss to follow-up. SEGM's inception was motivated by perceived deficiencies in prevailing treatment guidelines from bodies like the World Professional Association for Transgender Health (WPATH), which endorsed youth transitions without comprehensive systematic reviews of long-term outcomes or exploration of alternative, non-invasive approaches such as psychotherapy. Founders argued that the evidence base for early medical interventions was predominantly low-quality and potentially biased toward affirmative models, risking iatrogenic harm to vulnerable adolescents whose gender distress might resolve naturally or stem from co-occurring conditions like autism or trauma. The organization positioned itself as a counterpoint, emphasizing rigorous application of evidence hierarchies—prioritizing randomized controlled trials and meta-analyses over anecdotal reports or observational data—to inform policy and clinical standards. From its outset, SEGM aimed to foster among clinicians, researchers, and policymakers skeptical of uncritical , compiling resources to highlight gaps in the and advocate for comprehensive evaluations before irreversible treatments. By late 2019, the group had begun issuing statements critiquing the underlying youth protocols, setting the stage for its in debates on pediatric standards.

Evolution and Key Milestones Through 2025

The Society for Evidence-Based Gender Medicine (SEGM) was established in 2019 by clinicians and researchers concerned with the proliferation of treatment guidelines for youth gender dysphoria that lacked robust empirical support, aiming to advocate for evidence-informed standards prioritizing comprehensive assessments and non-invasive interventions. Initially focused on critiquing methodological flaws in existing studies and guidelines, such as those from the World Professional Association for Transgender Health (WPATH), SEGM positioned itself as a counterpoint to rapid medicalization protocols, emphasizing long-term outcome data and potential harms like infertility and bone density loss from puberty blockers. By , SEGM formalized as a U.S.-based 501(c)(3) , expanding its to include systematic analyses of and collaborations with experts. This saw early publications and statements responding to pivotal external developments, including the UK's 2020 High Court ruling in Bell v. Tavistock that classified blockers as experimental for minors to insufficient of benefits outweighing risks. SEGM's analyses highlighted similar evidential gaps in protocols from and in 2021, which shifted toward psychotherapy-first approaches and restricted hormones outside research settings. SEGM's accelerated in 2022–2023 through peer-reviewed contributions, including a seminal debunking claims of "reliable " supporting transitions by demonstrating that low-quality studies dominated citations in guidelines, with only 1% of referenced works rated as high by hierarchies. In October 2023, SEGM hosted its inaugural in , titled " Perspectives on for ," clinicians and researchers to discuss alternatives to affirmative care models amid the of the UK's for evidential inadequacies. From 2024 onward, SEGM intensified global engagements, commissioning systematic reviews—such as one on mastectomy outcomes in those under 26, published in Plastic and Reconstructive Surgery—and submitting evidence-based amicus briefs, including to the U.S. Supreme Court in December 2024 on youth transition cases. It organized conferences in Paris (June) and Athens (October), attracting over 100 attendees from 18 countries, and challenged flawed guideline processes at the World Health Organization (leading to postponements) and in Germany (prompting revisions). In 2025, SEGM co-organized symposia at the European Society for Child and Adolescent Psychiatry conference in Strasbourg and hosted its annual meeting in Berlin in September, featuring discussions on emerging data like plateauing transgender identification rates among youth and new German guidelines recommending caution for medical interventions. By mid-2025, SEGM had collaborated with hundreds of experts across more than 20 countries, launching the SEGM Digest series to summarize monthly publications and reinforcing its role in shifting policy toward empirical scrutiny.

Leadership and Governance

Founding Members and Current Leadership

The Society for Evidence-Based Gender Medicine (SEGM) was co-founded in 2019 by endocrinologist William Malone, MD, and healthcare researcher Evgenia (Zhenya) Abbruzzese, in response to perceived deficiencies in evidence-based approaches to youth gender dysphoria treatment. Founding board members included Malone, pediatrician Julia W. Mason, MS, MD, FAAP, and psychiatrist Roberto D’Angelo, PsyD, MMed, MBBS, FRANZCP, who brought expertise in endocrinology, pediatrics, and mental health to advocate for rigorous standards in gender medicine. Roberto , an specializing in adolescent , was appointed in 2020 and continues in that as of 2025, overseeing SEGM's strategic and engagements, including conferences. The organization's emphasizes a of advisors rather than a traditional corporate board; advisors include co-founder Abbruzzese and , , while other advisors encompass founding members and Mason, alongside professionals such as UK general practitioner Richard Byng, MB BCh, MPH, PhD, MRCGP, and sociologist Michael Biggs, PhD. Tax filings reflect a formal board including D’Angelo as , Malone as , Stephen Beck as , and Mason as , aligning with SEGM's operational for its U.S.-based nonprofit . This supports SEGM's on interdisciplinary input from clinicians and researchers skeptical of rapid interventions for minors.

Membership and Organizational

The Society for Evidence-Based Gender Medicine (SEGM) operates as a 501(c)(3) , governed by a rather than a formal membership model. It explicitly states that it is not a membership organization, instead functioning through a network of collaborators including hundreds of researchers and clinicians from over 20 countries who contribute to its analyses and advocacy efforts. SEGM's board comprises founding members with defined roles: Roberto D’Angelo serves as president, William Malone as secretary and co-founder, Julia Mason as director, and Stephen Beck as treasurer. The organization also maintains an advisory board, which as of 2025 includes senior advisors Zhenya Abbruzzese and Jane Wheeler, alongside experts such as Richard Byng, Michael Biggs, Sasha Ayad, Lisa Marchiano, Anastassis Spiliadis, and Anna Hutchinson, drawn from fields like medicine, psychology, and sociology across the US, UK, Australia, and Europe. This structure emphasizes interdisciplinary input while prioritizing evidence-based review over ideological alignment.

Core Principles and Positions

Advocacy for Evidence-Based Standards in Gender Dysphoria Care

The Society for Evidence-Based Gender Medicine (SEGM) advocates for the application of rigorous evidence-based medicine principles to the treatment of gender dysphoria, particularly in minors and young adults, emphasizing systematic reviews of high-quality data over observational studies or clinical consensus. SEGM contends that current protocols for medical interventions, such as puberty blockers and cross-sex hormones, often bypass standard evidentiary thresholds required for pediatric approvals, relying instead on low-certainty evidence prone to bias from loss to follow-up and absence of randomized controls. This position aligns with critiques in independent reviews, such as the 2024 Cass Review in the United Kingdom, which concluded that the evidence base for benefits of medical transitions in youth is "of low quality" and that risks, including impacts on bone density and fertility, warrant greater caution. SEGM promotes comprehensive, holistic assessments to any irreversible interventions, incorporating of co-occurring conditions, , and influences that may contribute to dysphoria . They prioritize non-medical approaches, including aimed at addressing underlying factors, over of through or means, arguing that the latter lacks longitudinal demonstrating sustained improvements of harms. Foundational studies like the , often cited as supportive of early , are highlighted by SEGM for methodological flaws, including small sample sizes (e.g., participants in trials), short follow-up periods (1.5 years), and inapplicability to the post-2010 in adolescent-onset cases predominantly among females. In response to guidelines from bodies like the World Professional Association for Transgender Health (WPATH), SEGM has issued rebuttals asserting that such standards deviate from evidence hierarchies by endorsing interventions without robust comparative effectiveness data, potentially influenced by ideological pressures rather than empirical outcomes. They support restricting hormonal and surgical treatments for minors to controlled research settings until randomized trials clarify long-term efficacy and safety, drawing parallels to regulatory pauses in other fields absent confirmatory evidence. SEGM's advocacy has informed shifts in policy, such as the 2022 Swedish National Board of Health and Welfare guidelines, which deemed evidence for youth transitions insufficient for routine use outside trials, prioritizing therapy for most cases. Similarly, the 2025 German guidelines echo this caution, noting no evidence-based recommendations exist for medical interventions in adolescent gender incongruence.

Critiques of Medicalized Youth Transition Protocols

The Society for Evidence-Based Gender Medicine (SEGM) maintains that medical interventions for , including blockers and cross-sex hormones, lack a robust evidence demonstrating benefits that outweigh substantial risks. SEGM emphasizes that systematic reviews, such as those by the UK's for and Excellence (NICE) in 2020 and the Cass Review in 2024, rate the of supporting studies as low or very low due to biases, absence of randomized controls, short-term follow-ups, and reliance on subjective outcomes like self-reported satisfaction rather than measures of or dysphoria resolution. These critiques underscore SEGM's view that the affirmative model, which prioritizes rapid medical progression, rests on flawed foundational studies like the Dutch protocol, where methodological issues—including non-randomized designs and exclusion of comorbidities—overstate efficacy. SEGM highlights elevated risks associated with these interventions, including irreversible , compromised (with losses 10-15% in some cohorts), cardiovascular complications, and potential impacts on maturation and , effects that persist even after discontinuation. A 2024 systematic in the Archives of in Childhood found that 92% of on puberty blockers proceeded to hormones within 12-36 months, amplifying cumulative harms without evidence of improved or functioning. SEGM argues these risks are particularly acute given high desistance rates—61-98% for childhood-onset dysphoria resolving without —and diagnostic , as evidenced by showing 60% of losing the within five years. They contend that natural resolution is undermined by early social transition, which correlates with increased persistence and later medical uptake. Comorbidities further complicate SEGM's assessment, with youth referrals exhibiting autism spectrum traits in 15-35% of cases, alongside elevated rates of ADHD, trauma, and internalizing disorders like depression and anxiety, often exceeding 50-70% prevalence. SEGM critiques the affirmative approach for insufficiently addressing these underlying factors, asserting that medicalization may exacerbate rather than alleviate distress by pathologizing developmental exploration rather than pursuing comprehensive psychosocial evaluation. Detransition rates, estimated at 10-30% within five years based on U.S. clinic data, underscore potential regret, with limited long-term follow-up obscuring full incidence. In response, SEGM advocates restricting medical interventions to rigorous research protocols or exceptional post-pubertal cases following exhaustive non-medical alternatives, aligning with European shifts such as Sweden's guidelines deeming hormonal treatments experimental for minors due to unfavorable risk-benefit ratios, and Finland's review classifying youth reassignment as investigational. They reference these national policy reversals—mirroring restrictions in the UK () and —as validations of evidence-driven caution over ideological . SEGM's analyses, including amicus to U.S. courts in , reinforce that proceeding without stronger causal violates principles of and .

Activities and Contributions

Research Summaries and Educational Resources

The Society for Evidence-Based Gender Medicine (SEGM) maintains an ongoing of peer-reviewed on and related interventions, curating studies that methodological limitations, potential risks, and gaps in gender-affirming . This categorizes into areas such as outcomes, effects from suppression, neurological impacts of GnRH analogues, and long-term persistence rates following . For instance, SEGM highlights a by Schagen et al. documenting reduced in adolescents on GnRH analogues and cross-sex hormones, emphasizing implications for skeletal . Similarly, analyses include a 2024 study reporting a 12.12-fold elevated risk of suicide attempts and self-harm post-gender-affirmation surgery compared to controls. SEGM's summaries provide plain-language interpretations and critiques, such as noting small sample sizes, lack of controls, and confounding factors in foundational Dutch protocol studies. SEGM produces targeted "spotlights" as in-depth reviews of major guidelines and reports, synthesizing evidence to inform clinical practice. Examples include a 2024 spotlight on the Cass Review, which details evidence weaknesses in pediatric gender services and critiques attempts to undermine its findings, such as the Yale report's selective data use. Another 2024 analysis examines Germany's draft guidelines, praising their caution on irreversible interventions due to low-quality evidence while contrasting it with more affirmative U.S. approaches. In 2025, SEGM spotlighted the U.S. Department of Health and Human Services (HHS) report on pediatric gender dysphoria, aligning with its conclusion of "remarkably weak" evidence for benefits of interventions like puberty blockers and hormones, alongside documented harms such as infertility and cardiovascular risks. These spotlights often reference systematic reviews, like a 2023 critique of Dutch studies revealing biases in patient selection and outcome reporting. Complementing summaries, SEGM disseminates educational content through periodic digests and multimedia resources aimed at clinicians and the public. The SEGM Digest series, launched in 2025, reviews influential recent publications; its inaugural May 2025 issue covered April-May developments, including bioethics papers and court rulings on youth transitions. A June 2025 installment focused on regulatory implications from emerging data. In October 2025, SEGM introduced a free, CME-accredited online series via joint providership with Washington State University Elson S. Floyd College of Medicine, offering AMA PRA Category 1 Credits™ for modules on evidence-based management of gender-dysphoric youth. Topics span transgender identity trends, historical context of gender medicine, risks of hormonal interventions, European guideline shifts, and ethical issues like informed consent, with video lectures accessible on SEGM's platform to promote patient-centered care prioritizing safety. These resources emphasize empirical scrutiny over ideological assumptions, drawing from international reviews like Sweden's 2022 SBU assessment finding insufficient evidence for adolescent interventions.

Public Statements and Guideline Responses

The Society for Evidence-Based Gender Medicine (SEGM) has issued public statements critiquing reports and organizational guidelines perceived as lacking rigorous for interventions. In , SEGM published a detailed fact-check of the U.S. of and (HHS) "Gender-Affirming and Young ," identifying misstatements regarding the effects of on outcomes, the for blockers preserving , and long-term benefits of , arguing that the overstated supportive while downplaying methodological weaknesses in cited studies. SEGM submitted formal comments on the World Professional Association for Transgender Health (WPATH) Standards of Care version 8 (SOC8) in January 2022, contending that the term "Standards of Care" was misleading absent consensus on efficacy and safety, and highlighting insufficient systematic reviews for youth interventions, including risks of regret and comorbidities not adequately addressed. In July 2024, SEGM criticized WPATH's influence on the World Health Organization's (WHO) transgender health guidelines, alleging suppression of unfavorable evidence—such as unpublished systematic reviews—and political pressures that prioritized access over intellectual diversity in guideline development groups. In response to designations as a "hate group" by the (SPLC) in 2024, SEGM issued a 2025 refuting the as politically motivated, emphasizing its commissioning of peer-reviewed systematic reviews on blockers, cross-sex hormones, and mastectomies, which revealed low-quality and elevated risks, while noting SPLC's conflicts via for WPATH positions contradicted by SEGM's analyses. SEGM has also filed amicus in legal challenges, such as an August 2021 submission to the 9th Circuit Court of Appeals opposing WPATH's endorsement of mastectomies for minors due to absent long-term outcome data, and a 2024 brief to the U.S. Supreme Court in United States v. Skrmetti underscoring ethical concerns in pediatric gender medicine. These s consistently advocate for comprehensive assessments, psychotherapy prioritization, and restrictions on irreversible treatments until higher-quality emerges.

Engagement in Scientific Debates

The Society for Evidence-Based Medicine (SEGM) has engaged in scientific on primarily through the of analytical reviews critiquing the methodological rigor of supporting medical transitions, particularly for minors. These efforts emphasize the need for higher standards of , such as randomized controlled trials and long-term outcome , which SEGM argues are largely absent . For instance, SEGM maintains a curated database of studies highlighting unresolved questions in pediatric , including issues like small sample sizes, high to follow-up, and factors such as comorbidities in cohorts. SEGM has directly responded to major reviews and guidelines, such as the 2024 Cass Review commissioned by England's , which concluded that the for puberty blockers and cross-sex hormones in adolescents is of low quality and uncertain . SEGM endorsed the review's findings, summarizing its implications for and critiquing affirmative care models for overreliance on non-randomized, short-term studies prone to . In countering subsequent critiques, including a 2024 that challenged the Cass Review's as overly stringent, SEGM published rebuttals arguing that the Yale selectively emphasized observational while downplaying risks like bone density and desistance rates observed in longitudinal studies. A of SEGM's critiques has been the (WPATH) Standards of Care, which SEGM contends manipulate or suppress systematic evidence reviews to justify expansive interventions. In , SEGM highlighted instances where WPATH panelists allegedly influenced (WHO) guideline processes by sidelining reviews showing risks of therapies, such as cardiovascular complications and , in favor of lacking GRADE-rated . These analyses, often co-authored by clinicians and researchers, have been referenced in broader debates, including shifts away from routine blockers as seen in Finland's guidelines prioritizing . SEGM's contributions extend to amicus in legal cases intersecting with scientific claims, such as a 2024 U.S. submission underscoring the paucity of high-quality on outcomes, including elevated and persistence rates post-treatment. Through these , SEGM positions itself as advocating for precautionary, developmentally informed approaches amid what it describes as an ideological tilt in toward affirmative protocols despite evidentiary gaps.

Policy and Regulatory Impact

Influence on International Reviews and Guidelines

SEGM's advocacy for systematic evaluation of the evidence base in youth contributed to heightened in several assessments. The organization's summaries of methodological flaws in existing studies aligned with the UK's for and Excellence (NICE) reviews published in and updated in , which rated the of supporting blockers as low to very low and found insufficient on long-term outcomes for cross-sex hormones. This emphasis on rigorous standards paralleled findings from authorities. Finland's by the for Choices in classified hormonal and surgical interventions for minors as experimental, prioritizing and restricting medical transitions except in cases with comprehensive . Sweden's by the Board of and similarly concluded that risks of puberty blockers and hormones outweighed benefits for most adolescents, recommending such treatments only under strict protocols to the weak . SEGM's compendium of studies highlighting desistance rates and comorbidities informed broader debates that reinforced these restrictive stances. The 2024 Cass , an NHS England-commissioned , built on NICE's and reached comparable conclusions, deeming the for interventions inadequate and advocating a holistic model prioritizing over routine . SEGM's analyses of the underscored its of ideologically driven guidelines from like the for (WPATH), promoting instead caution and long-term follow-up studies. These developments extended to Norway's 2023 guidelines, which followed and in limiting irreversible interventions amid gaps.

Citations in Domestic Legislation and Bans on Irreversible Interventions

In Florida, the Administration's 2022 proposed , which barred Medicaid reimbursement for suppression, cross-sex hormones, and surgeries to treat in minors, incorporated references to SEGM's summaries of key recommendations from , such as Sweden's Board of and , highlighting the low-quality and potential risks of these interventions. This aligned with SEGM's that such treatments lack robust long-term supporting benefits outweighing harms for , leading to the effective of for irreversible procedures in the . SEGM materials were also cited in Idaho's 2020 Bill , the first U.S. state law prohibiting healthcare providers from performing gender reassignment surgeries or administering blockers and hormones to individuals under 18, with legislators referencing SEGM's critiques of the evidentiary standards for transitions. The bill's findings emphasized desistance rates in untreated gender-dysphoric and the paucity of randomized controlled trials, echoing SEGM's analyses of systematic reviews that deemed experimental. In supporting documentation for bans in states like and , SEGM's compilations informed amicus submissions and legislative rationales, though statutory citations varied. For instance, 's 2021 Act 626, restricting blockers and hormones for minors, drew on SEGM-highlighted studies showing comorbidities and risks in post-treatment cohorts. 's Senate Bill 1 (2023), upheld by the U.S. in United States v. Skrmetti (2025), benefited from SEGM's amicus brief to the Court, which detailed methodological flaws in affirmative studies and restrictions on irreversible interventions. These underscore SEGM's in providing policymakers with critiques of low-certainty from sources like the , amid over 25 U.S. states enacting similar prohibitions by 2025.

Reception and Debates

Endorsements from Evidence-Oriented Clinicians

Julia , a pediatrician and co-founder of SEGM, has publicly advocated for evidence-based standards in , submitting resolutions to the in 2023 urging systematic reviews of medical interventions due to insufficient high-quality supporting their and . Roberto , a and SEGM , has emphasized the need for ethical, evidence-informed for gender-dysphoric , critiquing protocols that prioritize over comprehensive and long-term outcome in presentations and organizational statements. Will , a and early board member, has endorsed SEGM's that the for adolescent medical transitions remains weak, particularly highlighting limitations in studies that underpin practices, as noted in analyses of international reviews. Ivan Florez, a pediatric endocrinologist and co-chair of the on , has described SEGM's work as credible and incorporated its analyses into his on pediatric , diverging from critics who question the organization's methodological rigor. SEGM's board and collaborators, including neuropsychologist Sallie Baxendale, further reflect endorsements through active participation in conferences and publications advancing systematic over observational prone to .

Criticisms from Affirmative Care Advocates

Advocates for interventions in , including the for (WPATH) and affiliated clinicians, have the Society for Evidence-Based (SEGM) of selectively interpreting to undermine established protocols for and surgeries. In responses to reviews like the 2024 Cass Report—which SEGM has endorsed for highlighting weak on long-term outcomes—WPATH stated that such critiques overly stringent standards not used in other pediatric fields, ignoring observational showing reduced risks with interventions. Similarly, the , in its 2023 reaffirmation of standards, implicitly critiqued groups like SEGM for amplifying low-quality studies while dismissing broader clinical derived from thousands of cases. Transgender advocacy organizations and legal scholars have labeled SEGM's positions as ideologically driven misinformation, claiming it exaggerates desistance rates from outdated studies and downplays harms of withholding treatment, such as elevated suicide risks. A 2023 analysis in the Journal of Law, Medicine & Ethics described SEGM as a key player in an "anti-transgender medical expert industry" that manufactures controversy by prioritizing methodological purity over real-world applicability, thereby fueling legislative bans on interventions. Critics, including those from USPATH, argue SEGM's emphasis on systematic reviews excludes non-randomized evidence central to gender medicine, accusing it of pseudoscientific rhetoric that pathologizes normal gender variation. The Southern Poverty Law Center (SPLC), which monitors extremist groups, designated SEGM an "anti-LGBTQ+ hate group" in 2023, citing its associations with networks promoting doubt about transition benefits and its role in policy advocacy against youth care access. In court testimonies, SEGM-affiliated experts have faced accusations of bias, as in a 2023 Florida ruling where a judge noted their arguments reflected predetermined opposition rather than neutral analysis. Affirmative advocates contend these efforts prioritize adult desistance data over adolescent-specific outcomes, potentially harming vulnerable youth by delaying care amid rising demand—U.S. gender clinic referrals surged 70-fold from 2010 to 2020—without robust alternatives.

Responses to Misinformation Accusations and Labeling Efforts

The Society for Evidence-Based Medicine (SEGM) has encountered accusations of disseminating and , particularly from groups and the (SPLC), which in 2023 included SEGM in analyses of networks purportedly generating anti-LGBTQ+ medical to influence against transitions. SEGM responded on , 2025, rejecting the SPLC's as lacking evidentiary and emphasizing their founding in 2019 to ethical, evidence-informed for amid concerns over unproven interventions like blockers and hormones. In the , SEGM highlighted peer-reviewed systematic reviews they commissioned—published in journals such as Archives of in Childhood—assessing risks of interventions like in adolescents, and noted with European regulatory decisions restricting such treatments due to low-quality evidence. SEGM further rebutted claims of anti-LGBTQ+ , stating that their and numerous collaborators identify as LGBTQ+ members, with solely on clinical rather than or . They critiqued the SPLC's as politically motivated, citing descriptions of the as a "partisan progressive hit " prone to expansive labeling without rigorous substantiation. Regarding broader labeling efforts, SEGM has maintained that such tactics conflate scientific of weak bases—such as the low to very low found in systematic reviews for transitions—with opposition to transgender existence, underscoring their support for adult autonomous care where permits. In addressing specific critiques of evidence interpretation, SEGM refuted September 2025 statements by , coiner of "," who alleged misuse of his to oppose youth ; SEGM countered that their application adheres strictly to standards, prioritizing outcomes over ideological preferences. Similarly, in October 2024, SEGM critiqued a Yale-affiliated " " report challenging the Cass Review's evidence as politicized and factually erroneous, defending the Review's reliance on independent that exposed methodological flaws in pro-transition studies, including high and lack of controls. SEGM argued these responses exemplify efforts to prioritize non-peer-reviewed advocacy over rigorous synthesis, potentially undermining public trust in medical decision-making for vulnerable .

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