Essler Jennifer L, Wilson Clara, Verta Alexander C, Feuer Rebecca, Otto Cynthia M
Penn Vet Working Dog Center, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, United States.
Department of Clinical Sciences and Advanced Medicine, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, United States.
Front Vet Sci. 2020 Mar 13;7:118. doi: 10.3389/fvets.2020.00118. eCollection 2020.
Recent literature has demonstrated that dogs have the potential to detect, and communicate the presence of, various human diseases. However, there is a lack of investigation into whether commonplace training differences within the field could influence a dog's behavior during a biomedical detection task. Here we report on the behavior of four dogs trained to alert to blood plasma samples taken from individuals with ovarian cancer. One hundred trials per dog were selected from routine video recordings collected over a period of 13 months. Videos were coded frame by frame to quantify sample checking, alerting behavior, and durations of alert. Dogs had previously been trained to elicit a final response behavior once they had located the target odor. Two dogs had a "sit" response while the other two had a "stand-stare" response. Alert behavior was categorized as true positive (a correct alert to a cancer sample) or false positive (an incorrect alert to biological and non-biological controls and distractors). Hesitations were also recorded, where the dog either checks the sample twice or, spends a longer duration of time sniffing the sample than a true pass without carrying out their final response. Results show individual variation in the total frequency of false alerts elicited. However, the rate of hesitations appears to be influenced by alert style, with stand-stare dogs carrying out 40 and 32, respectively (total = 72) and sit dogs carrying out 7 and 8, respectively (total = 15). The stand-stare dogs had a non-significant difference in the duration of their true and false positive alerts. In contrast, the sit dogs showed a significant difference ( < 0.001), maintaining their false alerts for, on average, two times the duration of their true alerts. Stand-stare dogs increased the duration of time spent in contact with the port when plasma samples were present, whereas sit dogs spent on average 0.3 s in contact with the port regardless of what sample type it contained. These findings suggest that the type of operant response a biomedical detection dog has been trained may influence their sample checking and response behavior.
近期文献表明,狗有潜力检测并传达各种人类疾病的存在。然而,对于该领域内常见的训练差异是否会影响狗在生物医学检测任务中的行为,目前缺乏相关研究。在此,我们报告了四只经过训练对从卵巢癌患者采集的血浆样本发出警报的狗的行为。从13个月期间收集的常规视频记录中,每只狗选取了100次试验。对视频逐帧编码,以量化样本检查、警报行为以及警报持续时间。这些狗之前经过训练,一旦找到目标气味就引发最终反应行为。两只狗有“坐”的反应,另外两只则有“站立凝视”的反应。警报行为分为真阳性(对癌症样本的正确警报)或假阳性(对生物和非生物对照及干扰物的错误警报)。还记录了犹豫情况,即狗要么对样本检查两次,要么在不做出最终反应的情况下,嗅闻样本的时间比正常通过时长。结果显示,引发的假警报总频率存在个体差异。然而,犹豫率似乎受警报方式影响,“站立凝视”的狗分别有40次和32次(总计72次),“坐”的狗分别有7次和8次(总计15次)。“站立凝视”的狗在真阳性和假阳性警报持续时间上无显著差异。相比之下,“坐”的狗有显著差异(<0.001),其假警报平均持续时间是真警报的两倍。当有血浆样本时,“站立凝视”的狗与端口接触的时间增加,而“坐”的狗无论样本类型如何,与端口接触的平均时间为0.3秒。这些发现表明,生物医学检测犬所接受训练的操作性反应类型可能会影响它们的样本检查和反应行为。