MétaCan
Menu
Back to cohort
Record W7071199424

Selective Studies on the Challenges of Cannabis Use in Children, Youth and Young Adults

2022· dissertation· en· W7071199424 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2022
Typedissertation
Languageen
FieldSocial Sciences
TopicAfrican Studies and Ethnography
Canadian institutionsnot available
Fundersnot available
KeywordsCannabisMedical cannabisRecreationYoung adultPopulationLegalizationDosingHarmPublic health
DOInot available

Abstract

fetched live from OpenAlex

The legalization of medical and recreational cannabis in Canada poses several challenges and opportunities in children, youth, and young adults. A clear understanding of the challenges and opportunities, though, remains elusive as cannabis use in younger people is vastly understudied. An evidence base is growing for use of medical cannabis to treat refractory pediatric seizures and to aid in the management of oncology pain. With some conditions, however, there is no data to support efficacy or safety but public enthusiasm has promoted off-label use. For example, some parents have admitted to administering cannabis for refractory symptom management of their child’s attention deficit hyperactivity disorder (ADHD). Presently, there are no trials on the efficacy or safety of medical cannabis in children, youth, or young adults with ADHD. Dosing recommendations for such studies will require an understanding of the pharmacokinetics of cannabis components in children diagnosed with ADHD or other off-label conditions. Children and youth who are successfully stabilized on medical cannabis have also experienced other challenges. For example, some children who take medical cannabis require a dosage during the school day. School policies that address the risks of recreational cannabis can be prohibitive for those who require cannabis to treat a medical condition. With respect to recreational cannabis, its use in youth is concerning since cannabis can cause harm to the developing brain. Education is needed for youth, their parents, and teachers to promote risk reduction and healthy choices. \n\nThis PhD program explored both medical and recreational aspects of cannabis use in the vulnerable population of children, youth, and young adults. In the context of medical use, the first objective was to determine treatment efficacy and pharmacokinetics of cannabis in ADHD, a pediatric condition where there was a perceived benefit, but lack of evidence. We designed a proof-of-concept study, but experienced significant delays with the Covid-19 global pandemic and challenges with study recruitment. Nevertheless, we published the study protocol and a case report describing our experience and cannabinoid plasma levels in three young adults taking medical cannabis for treatment of their ADHD. The potential challenge of medical cannabis at schools was also examined. A scoping review of the scientific literature, Canadian policies and laws underscored the lack of clear guidance on medical cannabis in schools and discrepancies across jurisdictions. Qualitative studies exploring the experiences of clinicians who authorize medical cannabis for school-aged children and caregivers highlighted challenges for these individuals, and guidance for moving this area forward. To address the use of cannabis in children and youth in a recreational context, we developed an educational toolkit for middle school and high school students, parents, and teachers. This education program was approved as a curriculum resource by the Ministry of Education in Saskatchewan and can be accessed by Saskatchewan teachers. The evolving cannabis legislation in Canada requires effective education and communication, both for reducing the risks associated with recreational cannabis and decreasing the stigma for those who require it medically.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.097
Threshold uncertainty score0.955

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.017
GPT teacher head0.210
Teacher spread0.193 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueUniversity Library (University of Saskatchewan)Same topicAfrican Studies and EthnographyFrench-language works237,207