MétaCan
Menu
Back to cohort
Record W2886123861 · doi:10.1016/j.eurpsy.2018.07.008

Is it time to revise the diagnostic criteria for apathy in brain disorders? The 2018 international consensus group

2018· article· en· W2886123861 on OpenAlexaff
Philippe Robert, Krista L. Lanctôt, Luis Agüera-Ortíz, Pauline Aalten, François Brémond, Michaela Defrancesco, Cécile Hanon, Renaud David, Blaise Dubois, Kathy Dujardin, Masud Husain, Alexandra König, Richard Lévy, Valentina Mantua, Didier Meulien, David S. Miller, Hans J. Moebius, J. Rasmussen, Guillaume Robert, Myuri Ruthirakuhan, Florindo Stella, Jerome A. Yesavage, Radia Zeghari, Valéria Manera

Bibliographic record

VenueEuropean Psychiatry · 2018
Typearticle
Languageen
FieldPsychology
TopicObsessive-Compulsive Spectrum Disorders
Canadian institutionsSunnybrook HospitalUniversity of TorontoSunnybrook Health Science Centre
FundersAgenzia Italiana del Farmaco, Ministero della SaluteLily FoundationUniversité Côte d’AzurAgence Nationale de la Recherche
KeywordsApathyPsychologyDelphi methodAffect (linguistics)Clinical psychologyDelphiPsychiatryCognitionComputer science

Abstract

fetched live from OpenAlex

Abstract Background: Apathy is a very common behavioural and psychological symptom across brain disorders. In the last decade, there have been considerable advances in research on apathy and motivation. It is thus important to revise the apathy diagnostic criteria published in 2009. The main objectives were to: a) revise the definition of apathy; b) update the list of apathy dimensions; c) operationalise the diagnostic criteria; and d) suggest appropriate assessment tools including new technologies. Methods: The expert panel (N = 23) included researchers and health care professionals working on brain disorders and apathy, a representative of a regulatory body, and a representative of the pharmaceutical industry. The revised diagnostic criteria for apathy were developed in a two-step process. First, following the standard Delphi methodology, the experts were asked to answer questions via web-survey in two rounds. Second, all the collected information was discussed on the occasion of the 26th European Congress of Psychiatry held in Nice (France). Results: Apathy was defined as a quantitative reduction of goal-directed activity in comparison to the patient’s previous level of functioning (criterion A). Symptoms must persist for at least four weeks, and affect at least two of the three apathy dimensions (behaviour/cognition; emotion; social interaction; criterion B). Apathy should cause identifiable functional impairments (criterion C), and should not be fully explained by other factors, such as effects of a substance or major changes in the patient’s environment (Criterion D). Table 1 Apathy diagnostic criteria 2018. CRITERION A: A quantitative reduction of goal-directed activity either in behavioral, cognitive, emotional or social dimensions in comparison to the patient’s previous level of functioning in these areas. These changes may be reported by the patient himself/herself or by observation of others. CRITERION B: The presence of at least 2 of the 3 following dimensions for a period of at least four weeks and present most of the time B1. BEHAVIOUR & COGNITION Loss of, or diminished, goal-directed behaviour or cognitive activity as evidenced by at least one of the following: General level of activity: the patient has a reduced level of activity either at home or work, makes less effort to initiate or accomplish tasks spontaneously, or needs to be prompted to perform them. Persistence of activity: He/she is less persistent in maintaining an activity or conversation, finding solutions to problems or thinking of alternative ways to accomplish them if they become difficult. Making choices: He/she has less interest or takes longer to make choices when different alternatives exist (e.g., selecting TV programs, preparing meals, choosing from a menu, etc.) Interest in external issue: He/she has less interest in or reacts less to news, either good or bad, or has less interest in doing new things Personal wellbeing: He/she is less interested in his/her own health and wellbeing or personal image (general appearance, grooming, clothes, etc.). B2. EMOTION Loss of, or diminished, emotion as evidenced by at least one of the following: Spontaneous emotions: the patient shows less spontaneous (self-generated) emotions regarding their own affairs, or appears less interested in events that should matter to him/her or to people that he/she knows well. Emotional reactions to environment: He/she expresses less emotional reaction in response to positive or negative events in his/her environment that affect him/her or people he/she knows well (e.g., when things go well or bad, responding to jokes, or events on a TV program or a movie, or when disturbed or prompted to do things he/she would prefer not to do). Impact on others: He/she is less concerned about the impact of his/her actions or feelings on the people around him/her. Empathy: He/she shows less empathy to the emotions or feelings of others (e.g., becoming happy or sad when someone is happy or sad, or being moved when others need help). Verbal or physical expressions: He/she shows less verbal or physical reactions that reveal his/her emotional states. B3. SOCIAL INTERACTION Loss of, or diminished engagement in social interaction as evidenced by at least one of the following: Spontaneous social initiative: the patient takes less initiative in spontaneously proposing social or leisure activities to family or others. Environmentally stimulated social interaction: He/she participates less, or is less comfortable or more indifferent to social or leisure activities suggested by people around him/her. Relationship with family members: He/she shows less interest in family members (e.g., to know what is happening to them, to meet them or make arrangements to contact them). Verbal interaction: He/she is less likely to initiate a conversation, or he/she withdraws soon from it Homebound : He /She prefer to stays at home more frequently or longer than usual and shows less interest in getting out to meet people. CRITERION C These symptoms (A - B) cause clinically significant impairment in personal, social, occupational, or other important areas of functioning. CRITERION D The symptoms (A - B) are not exclusively explained or due to physical disabilities (e.g. blindness and loss of hearing), to motor disabilities, to a diminished level of consciousness, to the direct physiological effects of a substance (e.g. drug of abuse, medication), or to major changes in the patient’s environment. Conclusions: The new diagnostic criteria for apathy provide a clinical and scientific framework to increase the validity of apathy as a clinical construct. This should also help to pave the path for apathy in brain disorders to be an interventional target.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.120
metaresearch head score (Gemma)0.130
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.120
Threshold uncertainty score0.633

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1200.130
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.006
Bibliometrics0.0080.004
Science and technology studies0.0020.004
Scholarly communication0.0060.007
Open science0.0090.008
Research integrity0.0090.012
Insufficient payload (model declined to judge)0.0040.003

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.016
GPT teacher head0.321
Teacher spread0.305 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations305
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueEuropean PsychiatrySame topicObsessive-Compulsive Spectrum DisordersFrench-language works237,207