Methods Gastroenterology and rheumatology providers who prescribe biologics were recruited. Families were recruited when they had an outpatient appointment in which treatment with biologics was likely to be discussed. Audio of the visits in which a discussion of biologics took place were transcribed and analyzed. Our coding structure was based on prior research, shared decision making SDM concepts, and the initial recorded visits. Coded data were analyzed using content analysis and comparison with an existing model of SDM. Results We recorded 21 visits that included discussions of biologics. In most visits, providers initiated the decision-making discussion. Detailed information was typically given about the provider’s preferred option with less information about other options. There was minimal elicitation of preferences, treatment goals, or prior knowledge.
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Forced feminization often includes bondage. Verbal abuse and often elaborate embarassment is a common variation, usually with severe bondage. There is a strong tradition of strong, dominant women holding their husbands in submission and forcing them to serve in much the same way as I would use a female slave: If the dominant is a man, then he might be called master.
The person upon whom the bondage is performed is called a submissive, sub, or slave. A person who does both is called a switch.
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Photo by Dan DeLong Microsoft has made a major breakthrough in speech recognition, creating a technology that recognizes the words in a conversation as well as a person does. In a paper published Monday , a team of researchers and engineers in Microsoft Artificial Intelligence and Research reported a speech recognition system that makes the same or fewer errors than professional transcriptionists.
The research milestone comes after decades of research in speech recognition, beginning in the early s with DARPA, the U. Over the decades, most major technology companies and many research organizations joined in the pursuit. The milestone will have broad implications for consumer and business products that can be significantly augmented by speech recognition.
That includes consumer entertainment devices like the Xbox, accessibility tools such as instant speech-to-text transcription and personal digital assistants such as Cortana. Zweig attributed the accomplishment to the systematic use of the latest neural network technology in all aspects of the system. To reach the human parity milestone, the team used Microsoft Cognitive Toolkit , a homegrown system for deep learning that the research team has made available on GitHub via an open source license.
The gains were quick, but once the team realized they were on to something it was hard to stop working on it. Huang said the milestone was reached around 3: The news came the same week that another group of Microsoft researchers, who are focused on computer vision, reached a milestone of their own. The team won first place in the COCO image segmentation challenge , which judges how well a technology can determine where certain objects are in an image.
Baining Guo , the assistant managing director of Microsoft Research Asia, said segmentation is particularly difficult because the technology must precisely delineate the boundary of where an object appears in a picture. From recognition to true understanding Despite huge strides in recent years in both vision and speech recognition, the researchers caution there is still much work to be done.
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Development[ edit ] Rowling came up with the sport in a Manchester hotel room after a row with her then-boyfriend. She commented in an interview: To be honest with you, Quidditch matches have been the bane of my life in the Harry Potter books. They are necessary in that people expect Harry to play Quidditch, but there is a limit to how many ways you can have them play Quidditch together and for something new to happen.
Rowling experienced “fiendish glee” writing this scene, which features memorable commentary by Luna Lovegood. This generated interest from several media outlets, as it was the first new writing about the Harry Potter characters since the end of the series in It is depicted as being played by both professionals as in tournaments like the Quidditch World Cup and amateurs.
A major motif of five of the Harry Potter books is the competition among the four Hogwarts houses for the Quidditch Cup each school year; in particular, the rivalry between Gryffindor and Slytherin. Game progression[ edit ] Quidditch matches are played over an oval-shaped pitch, with a scoring area at each end consisting of three hooped goal posts, each at a different height.