A Machine Learning Approach for Inferring Alcohol Intoxication Levels From Gait Data (Alcogait)
調査の概要
詳細な説明
250 adult volunteers who will each participate in a single laboratory-based visit. At the orientation, each participant will provide informed consent, be weighed, and undergo a medical history to confirm eligibility. A urine drug quick-screen will be given. Female participants will take a urine pregnancy test. Baseline questionnaires will be administered. After giving participants the phone on which the AlcoGait 2.0 app is installed, baseline assessment of gait will be performed with the participant walking a distance of 50 yards ten times.
Drinking will then commence. The total amount will be consumed over 30 minutes. Participants will have their BrAC assessed multiple times during and after drinking has commenced and finished. At BrAC levels of .02, .04, .06 and .08 g%, will perform the gait task. After the last gait task, participant data will be transmitted to a secure server. Participants will receive a meal, and will be escorted to a sitting area with a DVR and videos, and allowed to use their own electronic devices. Their BrAC will be periodically tested until it reaches .02 g% or below, then a taxi will be called to take them home.
研究の種類
入学 (実際)
段階
- 適用できない
連絡先と場所
研究場所
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Rhode Island
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Providence、Rhode Island、アメリカ、02906
- Butler Hospital
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参加基準
適格基準
就学可能な年齢
健康ボランティアの受け入れ
受講資格のある性別
説明
Inclusion Criteria:
- ages 21-65
- drinking at least 5 drinks per occasion for men (4 for women) during a single drinking episode at least once in the last month to ensure, for safety reasons, that people are accustomed to consuming alcohol in amounts comparable to what we will administer
- willingness to drink beer (since only beer will be provided in the session to standardize drinks more easily).
Exclusion Criteria:
- past 6 months or current treatment for alcohol or drug abuse by self-report (for ethical reasons)
- Score > 5 on (the short version of the Michigan Alcohol Screening Test [SMAST]48) given during the screening interview
- positive family history of alcohol use disorder
- weight ≥ 230 lbs (to prevent excessive volume of beverage)
- current use of medications that are contraindicated for alcohol
- a health condition that contraindicates alcohol (e.g. peptic ulcer disease)
- a health condition that affects ability to walk
- if female, pregnant or nursing
- use of recreational drugs (e.g., marijuana, opioids, stimulants, benzodiazepines) within the last week (self-report plus urine screening cup)
- persons who report alcohol-induced flushing, an untoward reaction that is often accompanied by headache, nausea and other symptoms
研究計画
研究はどのように設計されていますか？
デザインの詳細
- 主な目的：他の
- 割り当て：なし
- 介入モデル：単一グループの割り当て
- マスキング：なし（オープンラベル）
武器と介入
参加者グループ / アーム |
介入・治療 |
|---|---|
|
他の：All Participants
All participants complete the same study procedures, which involve drinking alcohol to a .08
blood alcohol level and walking short distances while their blood alcohol level is increasing to .08 and decreasing down to .00.
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all participants will participate in the same protocol involving drinking alcohol to a .08
g% blood alcohol level
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この研究は何を測定していますか？
主要な結果の測定
結果測定 |
メジャーの説明 |
時間枠 |
|---|---|---|
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Phone App
時間枠：data from each participant will be collected during a one-visit study session
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a phone app to compare gait changes with blood alcohol levels will be developed based on participant's gait during alcohol use
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data from each participant will be collected during a one-visit study session
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協力者と研究者
スポンサー
研究記録日
主要日程の研究
研究開始 (実際)
一次修了 (実際)
研究の完了 (実際)
試験登録日
最初に提出
QC基準を満たした最初の提出物
最初の投稿 (実際)
学習記録の更新
投稿された最後の更新 (実際)
QC基準を満たした最後の更新が送信されました
最終確認日
詳しくは
この情報は、Web サイト clinicaltrials.gov から変更なしで直接取得したものです。研究の詳細を変更、削除、または更新するリクエストがある場合は、register@clinicaltrials.gov。 までご連絡ください。 clinicaltrials.gov に変更が加えられるとすぐに、ウェブサイトでも自動的に更新されます。
All Participantsの臨床試験
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University of PittsburghAllegheny County Department of Human Services, Area Agency on Aging完了
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National Research Center for Hematology, Russia募集
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Zhejiang UniversityShanghai YaKe Biotechnology Ltd.募集