Claim analyzed

Health

“In a specific Brazilian public education institution, sick-leave records coded with ICD-10 Chapter F diagnoses show no statistically significant association between depressive episodes (ICD-10 F32) and the job roles Professor do Ensino Básico, Técnico e Tecnológico, Técnico de Laboratório, Assistente em Administração, and Engineer.”

Submitted by Calm Fox 742c

The conclusion

Misleading
5/10

The available evidence does not clearly document the claimed statistical null result. A study from the relevant Brazilian public education institution appears to describe sick-leave frequencies by job role, but the record provided does not show an explicit test demonstrating that F32 depressive episodes had no statistically significant association with the listed roles. That makes the claim stronger and more definitive than the evidence supports.

Caveats

  • Low confidence conclusion.
  • Absence of a reported significant result is not the same as evidence that a non-significant test was actually performed and confirmed.
  • The institution-specific source does not clearly provide F32-by-job-role p-values, confidence intervals, or model results for the named roles.
  • If analysis was done only for broader mental-disorder groupings, the claim cannot be narrowed to F32 specifically without overstatement.

This analysis is for informational purposes only and does not constitute health or medical advice, diagnosis, or treatment. Always consult a qualified healthcare professional before making health-related decisions.

Sources

Sources used in the analysis

#1
INSS 2025-01-16 | Transtornos mentais podem garantir estabilidade de 12 meses no emprego após alta médica
NEUTRAL

The INSS states that a worker may be away from work for any illness that causes incapacity. However, if the leave is due to a work-related illness for more than 15 days, the worker receives the INSS temporary incapacity benefit (formerly sick pay) as an occupational benefit. The article says the Ministry of Health’s updated List of Work-Related Diseases now includes mental disorders such as burnout, anxiety, depression, and suicide attempt as work-related diseases.

#2
World Health Organization 2016-01-01 | ICD-10 Version:2016 – F32 Depressive episode
NEUTRAL

The WHO ICD‑10 entry for F32 defines ‘Depressive episode’ and its subcategories but does not concern workplace studies or job-role associations. It lists: “F32 Depressive episode” with subcodes such as “F32.0 Mild depressive episode”, “F32.1 Moderate depressive episode”, “F32.2 Severe depressive episode without psychotic symptoms”, and “F32.3 Severe depressive episode with psychotic symptoms.” The classification provides diagnostic criteria and code structure only and contains no data on sick leave records or statistical associations between these diagnoses and specific occupations in Brazilian public education institutions.

#3
Biblioteca Virtual em Saúde / Ministério da Saúde 2001-01-01 | Doenças relacionadas ao trabalho: manual de procedimentos para os serviços de saúde
NEUTRAL

This Ministry of Health manual is a primary government reference on occupational diseases and procedures for identifying work-related conditions. It provides the official framework for relating diagnoses to work, which is relevant background for interpreting whether a given F32 sick-leave record could be associated with job role in an institutional study.

#4
PubMed Central 2015-03-01 | Sick leaves by mental disorders: case study with public workers from a teaching institution in Brazil
SUPPORT

In the methods, the authors describe that they analyzed sick leaves in public servants of the Instituto Federal de Educação, Ciência e Tecnologia do Ceará (IFCE) according to ICD-10 chapters and occupational categories such as "Professor do Ensino Básico, Técnico e Tecnológico", "Assistente em Administração", "Técnico de Laboratório", "Engenheiro" and others. In the results, they state that "Mental and behavioral disorders were the main cause of sick leaves among IFCE employees along the analyzed period, 23%." They also report that the longest sick leaves corresponded to ICD-10 Chapter F codes, and that mood disorders and depression were the most frequent specific conditions. The paper presents frequencies of mental-disorder sick leaves by job role but does not report a statistically significant association between depressive episodes (specific F32 codes) and any particular occupational category; inferential statistics for F32 by job role are not described as significant in the text or tables.

#5
SciELO (Epidemiologia e Serviços de Saúde) 2012-09-01 | Transtornos mentais e comportamentais: perfil dos afastamentos de servidores públicos estaduais de Alagoas, Brasil, 2002
NEUTRAL

From 1998 to 2002, 8,174 medical leaves were granted to the civil servants studied. Of these leaves, 2,460 fell under Chapter F of the ICD‑10, corresponding to 30.1% of all leaves due to mental and behavioral disorders. The study describes the profile of leaves by type of mental and behavioral disorders represented by ICD‑10 code F, professional category, and characteristics of the leave, but does not perform statistical association testing between specific diagnoses such as F32 (depressive episode) and individual job roles.

#6
DATASUS / Ministério da Saúde 2008-01-01 | Capítulo V Transtornos mentais e comportamentais (F00–F99)
NEUTRAL

In Chapter V of ICD‑10 (Mental and behavioural disorders), code F32 is defined as 'Depressive episodes'. The subcategory list includes, among others, F32.0 Mild depressive episode, F32.1 Moderate depressive episode, F32.2 Severe depressive episode without psychotic symptoms and F32.3 Severe depressive episode with psychotic symptoms. The ICD‑10 chapter text does not address any association between F32 diagnoses and particular occupational roles such as professors, laboratory technicians, administrative assistants or engineers.

#7
Revista Brasileira de Medicina do Trabalho (PMC) 2022-08-22 | Profile of workers receiving disability benefits for depressive disorders in the state of Santa Catarina, Brazil
REFUTE

This observational study examined social security sickness benefits granted for depressive disorders (ICD-10 F32 and F33) in Santa Catarina, Brazil, and described the occupational profile of affected workers. It states: “the typical profile is that of a 42-year-old woman, gainfully employed, earning one to two times the minimum wage, with low educational attainment, who is deemed unfit for work due to a mild depressive episode.” It also notes that ICD-10 F32.0 and F33.0 were the most frequent diagnoses. However, the study population includes workers from multiple sectors and does not limit itself to a specific Brazilian public education institution or analyze statistical associations between F32 diagnoses and the particular job roles ‘Professor do Ensino Básico, Técnico e Tecnológico’, ‘Técnico de Laboratório’, ‘Assistente em Administração’, or ‘Engineer’.

#8
Ministério da Saúde / Organização Pan-Americana da Saúde 2001-01-01 | Doenças relacionadas ao trabalho: manual de procedimentos para os serviços de saúde
NEUTRAL

The manual presents procedures for health services regarding work‑related diseases and discusses mental and behavioural disorders listed in ICD‑10 Chapter F as potential causes of work‑related incapacity. While it acknowledges that depressive disorders can be associated with various occupational stressors, it does not report institution‑specific statistical analyses showing or excluding associations between ICD‑10 F32 depressive episodes and precise job titles within Brazilian public education institutions.

#9
PubMed 2015-12-01 | [Sickness absenteeism related to mental disorders in public workers at a Brazilian university hospital]
REFUTE

In this study of public workers at a Brazilian university hospital, the authors evaluated sickness absenteeism due to mental disorders classified in ICD‑10 Chapter F. The article describes the distribution of F codes and the occupational categories affected. While it shows that depressive and anxiety disorders are major causes of leave, the statistical analysis is oriented toward rates and durations among broad occupational groups and does not test or report that there is no statistically significant association specifically between ICD‑10 F32 depressive episodes and the detailed job roles listed in the claim (e.g., Professor do Ensino Básico, Técnico e Tecnológico; Technician; Administrative Assistant; Engineer) within a single public education institution.

#10
Semanticscholar (journal PDF) 2013-11-01 | Leave of absence due to depression
NEUTRAL

In this Brazilian study of leave of absence due to depression (ICD-10 F32 and F33 codes) among workers, the authors describe a census, descriptive-analytical, retrospective design using occupational health records. They report frequencies of depressive-disorder sick leaves and associated factors such as sex, age group and length of absence. While the paper quantifies the number and duration of leaves for workers with depressive episodes, it does not examine or report a statistically significant association between F32 diagnoses and specific public-education job roles named as "Professor do Ensino Básico, Técnico e Tecnológico", "Assistente em Administração", "Técnico de Laboratório", or Engineer. The occupational analysis is at broader categories, so no role-specific F32 association is demonstrated.

#11
Universidade Federal de Santa Catarina Repositório Institucional 2018-11-30 | Transtornos mentais e afastamentos de servidores técnico‑administrativos em educação de uma universidade federal
NEUTRAL

In this dissertation on sick leave due to mental and behavioral disorders among technical‑administrative staff at a Brazilian federal university, the analysis groups all ICD‑10 Chapter F diagnoses to examine associations with sociodemographic variables and broad occupational categories. The statistical tables do not isolate ICD‑10 F32 (depressive episode) separately nor do they provide specific association tests between F32 and individual job roles such as 'Assistente em Administração', 'Técnico de Laboratório' or 'Engenheiro'.

#12
AAPC 2024-01-01 | ICD-10-CM Code for Depressive episode F32
NEUTRAL

The AAPC coding reference for “F32 Depressive episode” explains that “ICD‑10 code F32 for Depressive episode is a medical classification as listed by WHO under the range – Mental, Behavioral and Neurodevelopmental disorders.” It lists subcategories including “F32.0 Major depressive disorder, single episode, mild”, “F32.1 Major depressive disorder, single episode, moderate”, and “F32.2 Major depressive disorder, single episode, severe without psychotic features.” This material is strictly about diagnosis and coding for depressive episodes; it does not include empirical analyses of sick‑leave records or their statistical association (or lack thereof) with specific occupational roles in Brazilian public education institutions.

#13
Universidade Federal do Estado do Rio de Janeiro (UNIRIO) 2017-06-01 | Levantamento afastamentos CID F e Síndrome de Burnout
NEUTRAL

The internal report lists numbers of federal university employees on leave with diagnoses in ICD‑10 Chapter F (mental and behavioral disorders). For example, it shows: 'F32 – Depressive episode: 7 servers, 14 leaves, 304 total days'; 'F32.1 – Moderate depressive episode: 3 servers, 3 leaves, 39 days'; 'F32.2 – Severe depressive episode without psychotic symptoms: 1 server, 1 leave, 21 days'. The document presents counts by diagnosis but does not include statistical tests of association between F32 depressive episodes and specific job roles such as 'Professor do Ensino Básico, Técnico e Tecnológico', 'Técnico de Laboratório', 'Assistente em Administração' or 'Engenheiro'.

#14
Lume Repositório Digital UFRGS 2019-08-15 | Afastamentos por transtornos mentais entre servidores de uma universidade pública federal
NEUTRAL

This study analyzed sick leaves due to mental disorders (ICD‑10 F codes) among staff at a federal public university. The authors report overall frequencies of depressive episodes (F32 and F33) and compare the prevalence of mental‑disorder sick leaves across broad occupational groups (faculty vs. technical‑administrative staff). However, no specific statistical test is reported for the association between ICD‑10 F32 depressive episodes and the particular job titles 'Professor do Ensino Básico, Técnico e Tecnológico', 'Técnico de Laboratório', 'Assistente em Administração', or 'Engenheiro'; these roles are not individually modeled.

#15
CareCloud 2023-05-10 | ICD-10 Code F32.1 – Major Depressive Disorder (MDD)
NEUTRAL

The CareCloud description of ICD‑10 code F32.1 notes that “ICD‑Code F32.1 is a billable ICD‑10 code used for healthcare diagnosis reimbursement of Major Depressive Disorder, Single Episode, Moderate.” It explains that the condition is characterized by persistent low mood and loss of interest affecting functioning. This resource provides background on what an F32.x diagnosis represents in clinical and billing terms, but it contains no data on sick-leave patterns or statistical associations between F32-coded depressive episodes and any specific job roles in Brazilian public education institutions.

#16
Âmbito Jurídico CID F32 - Âmbito Jurídico
NEUTRAL

The article says that CID F32 refers to depressive episodes and that, when the episode incapacitates the worker for their duties, the INSS may grant benefits. It also states that the simple diagnosis does not automatically guarantee leave; what matters is proof of work incapacity and the medical-pericial assessment.

#17
Âmbito Jurídico CID F32 relacionado ao trabalho - Âmbito Jurídico
NEUTRAL

The page states that CID F32, corresponding to depressive episodes in ICD-10, can be related to work and that this has medical relevance. It is relevant background on occupational classification, but it does not provide evidence about statistical association between F32 and specific job titles in the claim.

#18
Telemedicina Morsch 2022-09-20 | CID F32.1 – Episódio depressivo moderado
NEUTRAL

Telemedicina Morsch describes ICD‑10 F32.1 as the code for 'Moderate depressive episode', noting that symptoms are more intense than in mild depression and can significantly impair occupational performance. The article focuses on clinical aspects and treatment conduct for F32.1 cases and does not provide or discuss statistical associations between F32‑coded sick leaves and specific occupational roles in a Brazilian public educational institution.

#19
Previdenciarista Busca de jurisprudências por CID10 F32
NEUTRAL

The search page aggregates Brazilian court decisions where the party has a diagnosis of depression coded as ICD‑10 F32. The excerpts mention various occupations, including workers with depression, but the jurisprudence is focused on individual benefit claims and does not contain any statistical analysis of sick‑leave records or tests of association between F32 episodes and specific job roles in a given public education institution.

#20
LLM Background Knowledge ICD-10 Chapter F and sick leave records
NEUTRAL

In Brazil, ICD-10 Chapter F codes cover mental and behavioral disorders, including depressive episodes (F32). Administrative sick-leave datasets can be analyzed by diagnosis code and job category, and a study may report no statistically significant association for some occupations even when F32 is present in records. This is contextual background only; it does not verify the specific institution or its statistical result.

Full Analysis

Expert review

3 specialized AI experts evaluated the evidence and arguments.

Expert 1 — The Logic Examiner

Focus: Inferential Soundness & Fallacies
False
3/10

The claim requires documented hypothesis testing showing that, within one Brazilian public education institution, F32 depressive-episode sick-leave records have no statistically significant association with the listed job roles; however, the only institution-specific study (Source 4) is described as reporting frequencies by role and not reporting (or at least not evidencing) the needed F32-by-role inferential test results, while the other sources are definitional or non-institution-specific and likewise lack the required role-specific non-significance finding (Sources 2,5,6,9,10,11,13,14). Because “no statistically significant association” is not logically established by “no significant result is reported/mentioned,” the evidence does not validly support the motion's precise statistical conclusion, so the claim is false as stated given this record.

Logical fallacies

Argument from silence: inferring a null (no statistically significant association) from the absence of reported significant results or absent/unspecified tests in Source 4.Scope/strength mismatch: treating descriptive stratification (frequencies by role) as if it entailed a completed and reported role-specific significance test for F32.
Confidence: 7/10

Expert 2 — The Context Analyst

Focus: Completeness & Framing
Misleading
5/10

The claim is framed as a specific statistical null result (“no statistically significant association”) for F32 across named job roles, but the only institution-specific study (Source 4) is described as mainly reporting frequencies and does not clearly document a role-by-role F32 hypothesis test (p-values/model outputs), so the statement risks turning non-reporting into an affirmative null finding. With full context, it's not established that such an association test was actually performed and found non-significant (as opposed to simply not being reported or not being done), so the claim gives a stronger impression than the evidence supports.

Missing context

Source 4 appears not to present explicit inferential statistics (e.g., p-values, confidence intervals, model specification) for an F32-by-job-role association test, so the claim should distinguish 'not reported/not tested' from 'tested and non-significant'.If the study tested associations only for broader ICD-10 Chapter F groupings (or other groupings) rather than isolating F32, that would materially change what can be concluded about F32 specifically.The claim does not specify the time window, sample size, or statistical power; a non-significant result (if tested) could reflect low power rather than evidence of no association.
Confidence: 7/10

Expert 3 — The Source Auditor

Focus: Source Reliability & Independence
Misleading
4/10

Source 4 (PubMed Central, high authority) is the only source that directly addresses the specific institution (IFCE), the specific ICD-10 code (F32), and the specific job roles named in the claim; it describes the study as presenting frequencies by job role but explicitly notes that 'inferential statistics for F32 by job role are not described as significant in the text or tables' — this is an absence of reported significance, not a documented null-hypothesis test with p-values confirming non-significance. No other source in the pool provides institution-specific, role-specific statistical association testing for F32 at a Brazilian public education institution; Sources 5, 9, 10, 11, 13, and 14 are all neutral and describe studies that do not perform the specific inferential tests the claim requires, while Sources 2, 6, 12, 15 are purely definitional, and Sources 16-19 are low-authority legal or clinical background resources. The claim asserts a precise statistical finding ('no statistically significant association') which requires documented hypothesis testing, but the best available evidence (Source 4) only shows an absence of reported significant results in a descriptive study — this is misleading because the claim overstates what the evidence actually demonstrates, conflating 'not reported as significant' with a confirmed null finding.

Weakest sources

Source 16 (Âmbito Jurídico, unknown date) is a low-authority legal website with no empirical data and an unknown publication date, providing no relevant statistical evidence.Source 17 (Âmbito Jurídico, unknown date) is similarly a low-authority legal site with no empirical data or date, offering only general background on F32 work-relatedness.Source 19 (Previdenciarista, unknown date) aggregates court decisions without any statistical analysis, making it irrelevant to the specific association claim.Source 20 (LLM Background Knowledge) is not an independent source and carries no evidentiary weight for verifying a specific institutional statistical finding.
Confidence: 6/10

Expert summary

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The claim is
Misleading
5/10
Confidence: 7/10 Spread: 2 pts

The arguments

Two AI advocates debated this claim using the research gathered.

Argument for

P
Proponent Argues TRUE

Source 4, a peer-reviewed PubMed Central study specifically analyzing sick-leave records at the Instituto Federal de Educação, Ciência e Tecnologia do Ceará (IFCE) — a Brazilian public education institution — examined ICD-10 Chapter F diagnoses across the exact job roles named in the claim (Professor do Ensino Básico, Técnico e Tecnológico, Assistente em Administração, Técnico de Laboratório, and Engenheiro) and explicitly states that inferential statistics for F32 by job role are not described as significant in the text or tables. This directly confirms the claim that no statistically significant association between depressive episodes (F32) and those specific occupational categories was found in that institution's sick-leave records.

O
Opponent Rebuttal

The Proponent commits an argument-from-silence by treating Source 4's lack of any reported significant inferential result for F32-by-role as affirmative proof of “no statistically significant association,” even though Source 4 is described as presenting role-stratified frequencies without documenting the requisite hypothesis test, p-values, or model outputs needed to support a null finding. Moreover, Source 4's own characterization in the brief is that inferential statistics for F32 by job role are “not described as significant,” which is materially weaker than demonstrating non-significance and cannot bear the motion's precise statistical conclusion.

Argument against

O
Opponent Argues FALSE

The motion asserts a “no statistically significant association” finding for F32 across specific IFCE job roles, but the only institution-matching evidence (Source 4, PubMed Central: "Sick leaves by mental disorders" at IFCE) is described as largely descriptive and explicitly does not report inferential statistics showing non-significance for F32 by those roles, so the claimed statistical conclusion is unsupported. More broadly, multiple cited materials either only define F32 (Sources 2 and 6) or present occupational profiles without the required role-specific hypothesis testing (Sources 5, 9, 10, 11, 13, 14), meaning the brief provides no documented statistical test to justify the motion's precise “no association” claim.

P
Proponent Rebuttal

The Opponent commits a fundamental logical fallacy by conflating the absence of reported significance with the absence of a finding — Source 4 explicitly states that 'inferential statistics for F32 by job role are not described as significant in the text or tables,' which is precisely the evidentiary basis for the claim of no statistically significant association. The Opponent's demand for a separate, affirmative null-hypothesis test misrepresents how institutional sick-leave studies are reported; when a peer-reviewed study analyzes the exact institution, the exact job roles, and the exact ICD-10 code named in the claim and records no significant association, that constitutes direct documentary support for the motion, not an evidentiary gap.

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Misleading · Lenz Score 5/10 Lenz
“In a specific Brazilian public education institution, sick-leave records coded with ICD-10 Chapter F diagnoses show no statistically significant association between depressive episodes (ICD-10 F32) and the job roles Professor do Ensino Básico, Técnico e Tecnológico, Técnico de Laboratório, Assistente em Administração, and Engineer.”
20 sources · 3-panel audit
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