Clinical Suggestions

Clinical Suggestions The consumer ontology modeling considers the person preferences and demographics. In GeOasis , SAMAP , and SMARTMUSEUM , there is inclusion of ontologies for modeling varied sorts of consumer actions and objects and for semantic reasoning. Ontology was once more used for similarity measuring and deduction of similar objects or teams which along with CL filtering methods have been used to generate the ideas. Fuzzy logic can be extensively used to deal with the uncertainty in numerous methods. Linguistic variable values are processed by this methodology by operation on a collection of values. The variables belong to a fuzzy set by which the corresponding values are mapped to a fuzzy membership operate that leads to values between zero and 1. There are over 1.5 million validated buyer reviews posted on Capterra. Users in Salesforce AppExchange can comment, like, and report different buyer critiques. This web site features a stay chat choice where you can speak with somebody if you have questions on a business, product, or evaluation. The good part about this customer evaluate web site is that it is categorized primarily based on the product you're seeking to set up. Be sure to evaluate these rigorously earlier than making your request, otherwise you might get banned from the group. They're normally present in "pinned" posts, at the high of the group web page, or in the group's description. After writing your standing asking for suggestions, click on on the blue "Post" button at the backside proper nook of the status replace field. Here are samples, templates, and useful factors that can assist you write a promotion advice letter for an worker from the supervisor. Once a recommender receives the recommendation request, the recommender cannot be changed or eliminated. D Compared with different options for stool-based screening, these strategies do not provide an environment friendly balance of the benefits (life-years gained) vs harms and burden of screening. B Applies to individuals with negative findings and isn't meant for persons in surveillance applications. Evidence of efficacy is not informative of screening frequency, excluding gFOBT and versatile sigmoidoscopy alone. Adding CSRF tokens, a double submit cookie and worth, an encrypted token, or other protection that entails altering the UI can frequently be advanced or in any other case problematic. An alternate protection that's particularly properly fitted to AJAX or API endpoints is the use of a customized request header. This protection relies on the same-origin coverage restriction that only JavaScript can be used to add a custom header, and solely within its origin. By default, browsers do not permit JavaScript to make cross origin requests with custom headers. There are multiple use cases where referrer header is omitted as properly . Load balancers, proxies and embedded community units are also well known to strip the referrer header as a outcome of privacy causes in logging them.
Table 10-1 summarizes the usability issues for typical utilization and intermittent occasions for each authenticator kind. Many of the usability issues for typical utilization apply to many of the authenticator sorts, as demonstrated within the rows. The desk highlights frequent and divergent usability characteristics across the authenticator sorts. A hybrid recommendation system presents a combination of filtering capabilities, mostly collaborative and content-based. This means it makes use of knowledge from teams of comparable users as nicely as from the previous preferences of a person consumer. The algorithm allows set processes to routinely generate acceptable suggestions based mostly on the client knowledge. The system then delivers the best ideas for each particular person. When new information about the customer turns into obtainable, the system incorporates that standards and provides up to date recommendations. The following listing of such practices is deliberately common to stay brief. Additional particulars for each advice because it applies to Oracle Database seem in Chapter 7, "Security Policies". When utilizing matrix factorization, you consider express or implicit consumer feedback to determine buyer preferences. To use explicit suggestions, the dataset must contain data about user product preferences, like star rankings between 1 and 5.

Suggestions: Whom To Ask

It can be most useful to our evaluation process to obtain the peer recommendation inside ten days of the applying deadline. Try opening your letter with one thing the person tasked with screening lots of of recommendation letters will bear in mind. I like to begin with an amusing or poignant story that illustrates who the scholar is and how others perceive them. Shoppers who have interaction with AI-powered product recommendations have a 26% greater average order worth .

A brief and independent inquiry into the involvement of the United Nations in Myanmar from 2010 to 2018 – Report of the Secretary-General (A/HRC/49/73) (Advance Unedited Version) - Myanmar - ReliefWeb

A brief and independent inquiry into the involvement of the United Nations in Myanmar from 2010 to 2018 – Report of the Secretary-General (A/HRC/49/ (Advance Unedited Version) - Myanmar.

Posted: Tue, 15 Mar 2022 18:16:58 GMT [source]

Consider urgent referral for ophthalmological evaluation for retinoblastoma in youngsters with an absent red reflex. If there may be new-onset squint that happens along with an absent red reflex, see the recommendation on new-onset squint with lack of red reflex in NICE's guideline on suspected neurological conditions. Consider a suspected cancer pathway referral for penile most cancers in men with unexplained or persistent signs affecting the foreskin or glans. Consider a suspected cancer pathway referral for testicular cancer in males if they have a non‑painful enlargement or change in form or texture of the testis. For a brief explanation of why the committee made the 2021 recommendation and the method it might affect apply, see the rationale and impression part on PSA testing for prostate cancer. 5 books I liked studying this year Lately, I've found myself drawn to the kinds of books I would've liked as a child. If your recommender is sending a couple of letter for you, be sure to emphasize the importance of attaching the proper type to the corresponding letter. Is by assigning and inviting your peer to finish the peer recommendation via the Common App. You will also have the option of inviting a peer to write down a advice on your behalf by way of your applicant portal, which might be out there to you after you submit the Common App. The candy spot for admissions letter length is between two-thirds and one full, single-spaced page, utilizing Times New Roman 12-point font for printed letters or Arial 11-point font for electronically submitted letters. TD Ameritrade's thinkorswim trading platform incorporates breaking information and analysis into a strong analytics package that features nontraditional measures such as social sentiment. It's best for these who trade for a residing or hobbyists looking to compete with the professionals. Thinkorswim carries no additional cost if you pay TD Ameritrade's commissions. Everyone is considered updated until the time they're eligible for a booster – which is 5 months after the second dose in a two-shot collection, (Pfizer-BioNTech or Moderna vaccines), or two months after the J&J/Janssen vaccine. After this time period, a booster shot is really helpful and a person is no longer updated on their really helpful COVID vaccination. In order to be up to date, an individual would need to get a booster shot to be thought-about up to date. This sort of filtering matches every of the user's bought and rated gadgets to comparable items, then combines those comparable gadgets into a suggestion listing for the person. They may see items prospects bought along with the espresso machine, like a milk frother. In the MyERAS utility, candidates generate a Letter Request Form for every LoR they're requesting and they provide the related writer with the form. Authors and/or their designees use the unique Letter ID on each kind to addContent LoRs for candidates. A designee may not be a member of the hospital in an advising function or medical college staff supporting in the utility process. Customer Service Recommendation LetterRecommend your employee to another firm by using this Customer Service Recommendation Letter. This will surely improve the rate of an applicant on getting the customer service place. The 5 sample letters that comply with, which you will find a way to obtain by clicking on the hyperlink under, are for circumstances where the candidate is looking for an internship or job, and due to this fact teachers are not the major focus. Even though it is a paid subscription service, it's free to listing your organization on Angie's List. Reviews on Angie's List are usually of high-quality since users need to pay to use the positioning and may't publish anonymously. Instantly check your site's performance in actual browsers, units, and areas around the world. TBR is made up of workers who dedicate their time to carefully tailoring e-book recommendations for readers based mostly on what they prefer to read personally. Sign up for either a recommendations-only degree subscription or a hardcover level subscription . Smaller than Goodreads, Riffle is an alternate that positively has a Pinterest-like really feel. You tell Riffle categories you like and enter a number of books you've learn and it provides you with a suggestion of people to follow. Most importantly, nonetheless, it is essential that sponsors, distributors, websites and investigators be conscious always of the distinctions in privacy-related obligations of the events. Sites and investigators typically are HIPAA-covered entities, and cannot share PHI with analysis sponsors, sponsors' vendors or others without either authorizations from subjects or applicable exceptions to the authorization requirement. Such authorizations should be separate from the HIPAA research authorization, until the contact would somehow be necessary for the conduct of the examine itself and is clearly contemplated in the accredited research protocol. In the meantime, tell us more about yourself to help us tailor your expertise. Meet with one of our product specialists to debate your small business wants, and understand how ReviewTrackers' solutions can be utilized to drive your brand's acquisition and retention methods. More importantly, studying how to reply to unfavorable reviews and constructive feedback helps drive affected person engagement. The following guidance will reveal the means to create overrides in JavaScript libraries to have CSRF tokens included automatically with each AJAX request for the state altering strategies mentioned above. While all of the methods referenced right here don't require any person interplay, sometimes it's simpler or more acceptable to involve the person within the transaction to prevent unauthorized operations . The following are some examples of methods that may act as robust CSRF protection when implemented correctly. Usually, a minor proportion of site visitors does fall under above classes (1-2%) and no enterprise would need to lose this site visitors. As powerful data filtering tools, recommendation systems use algorithms and knowledge analysis methods to advocate probably the most related product/items to a selected person. Sometimes the writer will have been knowledgeable as to who will be receiving the letter and can tackle it particularly to that particular person; normally a hiring manager/supervisor, admissions officer, or board of admissions. The letter should open with "Dear ," or "Dear [admissions committee/board of admissions],". If it's unknown who shall be studying the letter, it's normally finest to begin with "To whom it may concern,". Although it's not at all times necessary, writing the date at the high will help maintain the validity of the recommendation letter. The user's alternative of factors corresponding to walking speed and length is considered to plan the route. A radar chart and a cartoon character are parts of the interface that helps to navigate providing higher interactivity. Automated detection of user's indoors or outdoors presence is made in a more complicated system SMARTMUSEUM , which utilizes the user-location information for this purpose. When the person is outside, the standard map illustration is offered, whereas when the user is indoors, suitable listing of objects based on the preferences of the person is given. MTRS is also a PDA primarily based method which considers the problem of Internet connectivity. The Internet connectivity is an issue for the tourist both because of the rural space or due to the high price during roaming. Here's a pattern e-mail reference letter, which reveals the method to write, format, and ship an emailed recommendation letter. Recommendations from highschool teachers and school professors can be utilized when making use of for jobs and internships. Academic recommendations are also included in faculty and graduate school purposes. If, then again, you've been requested to put in writing a letter of advice, you'll must script as detailed and persuasive an account of the applicant as possible. Written by a collection of seasoned critics, these critiques are speckled with memorable quotes, elegant analysis, and plentiful comparisons to other works — which implies further studying suggestions for you!
  • Selectman Kevin Caira mentioned he supported constructing a new senior heart but not at that web site; the opposite four members opted to go together with the Senior Center Building Committee's suggestion.
  • External hyperlinks to different Internet websites shouldn't be construed as an endorsement of the views contained therein.
  • The average processing time taken for the various types of teams also helps the performance inference of the recommendation outcomes.
This section supplies basic usability considerations and attainable implementations, but doesn't suggest particular options. The implementations talked about are examples to encourage revolutionary technological approaches to handle particular usability needs. Further, usability concerns and their implementations are sensitive to many elements that forestall a one-size-fits-all answer. For example, a font dimension that works within the desktop computing environment might drive textual content to scroll off of a small OTP system screen. Paint the individual's character, highlighting their key strengths, private qualities, and academic, or management abilities. This is where you go into detail about how you've come to know the particular person you're recommending. Describe how you came to know one another, and other issues just like the length and aspect of your relationship. Comparison of processing time of SPTW-GRM for various group sizes. Comparison of average processing time of SPTW-GRM for different users. Where the authenticator is a shared secret, the attacker could acquire entry to the CSP or verifier and acquire the secret value or perform a dictionary attack on a hash of that worth. An attacker may observe the entry of a PIN or passcode, find a written report or journal entry of a PIN or passcode, or could set up malicious software program (e.g., a keyboard logger) to seize the secret. Additionally, an attacker might determine the secret by way of offline attacks on a password database maintained by the verifier. A verifier impersonation-resistant authentication protocol SHALL establish an authenticated protected channel with the verifier. A firm like Casper was as quickly as enticing exactly as a end result of it offered a small, simple choice of reasonably priced mattress models compared to brick-and-mortar competitors. But the place there was once Casper, there's now Casper, Tuft & Needle, Leesa, Yogabed, Purple, and Ghostbed. Even the glossy web-only storefronts that were based to rise above the noise of the everyday shopper landscape have grown far too numerous, and much too aggressive in their affiliate program dealings, to forgo a typical vetting process. Don't just reward the person with generalities (such as "quick learner"), however give specific tales or anecdotes about things the particular person did to give you that impression. A letter that praises a person with out being concrete comes across as a tepid advice. At the start of the letter, say how properly you understand the person, for how lengthy, and the way you became acquainted. The custom popup plugin easily creates and publishes specific occasions and products for wordPress. Consider referral for children if their mother or father or carer has persistent concern or nervousness about the kid's signs, even if the signs are most likely to have a benign cause. NICE has revealed a tenet on infants, kids and younger individuals's expertise of healthcare. Consider a suspected cancer pathway referral for adults if an X‑ray suggests the potential for bone sarcoma. Refer folks utilizing a suspected cancer pathway referral if the results of protein electrophoresis or a Bence–Jones protein urine test counsel myeloma. Consider a suspected most cancers pathway referral for individuals with a skin lesion that raises the suspicion of squamous cell carcinoma. Consider a suspected most cancers pathway referral for melanoma in people with a pigmented or non‑pigmented pores and skin lesion that suggests nodular melanoma. Strong suggestions are centered and highlight the key traits of a student. These suggestion letter examples, due to this fact, give attention to a number of main themes. The first highlights a scholar's contribution to her community, the second focuses on a pupil's special talent, and the third talks a few scholar's uncommon maturity. After each letter, we'll take a closer have a glance at exactly what techniques these letters use to express a robust statement of assist. You may find if you're simply starting out as a business it's a good idea to search out your ft earlier than registering so you may have extra expertise under your belt before clients begin posting evaluations online about your work. For particular person application requirements, log in to your LSAC.org account or contact the legislation faculty. You must assign the suitable letters to each law faculty to which you're making use of . You can discover details about each school's requirements by clicking the "LOR Requirements" link beneath the college names on the Letters of Recommendation page of your LSAC.org account. Indicate the variety of letters that each recommender will submit, and describe each letter's use (e.g., for all legislation schools). We'll listing the kinds of tactics we've seen our clients successfully implement. You choose those that seem most applicable to your own business. An Accenture report says personalization will increase the likelihood of a prospect buying from you by seventy five %. A Gartner research predicts engines that gauge and react to buyer intent might be capable of boosting ecommerce income as a lot as 15 percent by 2020. The USPSTF didn't establish any research that reported on the accuracy of versatile sigmoidoscopy utilizing colonoscopy because the reference standard. Recommendations made by the USPSTF are unbiased of the united states authorities. For example, an OTP authenticator (described in Section 5.1.4) requires that the verifier independently generate the authenticator output for comparability towards the value sent by the claimant. A verifier could presumably be compromised differently, similar to being manipulated into always accepting a selected authenticator output. Each authentication operation using the authenticator SHOULD require the enter of the extra factor. Input of the extra issue MAY be accomplished through both direct input on the system or via a hardware connection (e.g., USB, smartcard). Chapter 1 introduced the necessities for good safety, the threats towards it, and ideas which have confirmed useful in creating practical strategies for growing and sustaining it. Custom project IDs are misplaced.When you created this project, you may need created a custom project ID that you just want to use in the future. To preserve the URLs that use the project ID, corresponding to an appspot.comURL, delete chosen resources inside the project instead of deleting the entire project. As an different to utilizing KeepAlive Off, contemplate setting-up a Reverse Proxy server infront of the Moodle server to cache HTML files with images. You can then return Apache to utilizing keep-alives on the Moodle server. If you are utilizing Apache on a Windows server, use the build from Apache Lounge which is reported to have performance and stability improvements in comparison with the official Apache download. Note that this is an unofficial build, so could not sustain with official releases. Installing Firefox and the firebug extension will allow you to watch the time it takes for each web page part to load. Also, the Yslow extension will evaluate your web page towards Yahoo's 14 guidelines, full textual content Best Practices for Speeding Up Your Web Site, for fast loading websites.

Safety Checklists And Recommendations

Not solely does he give subtle, nuanced performances during which he disappears totally into his character, he additionally has an incredible singing voice and is concerned within the college chorus. While he is definitely a talented individual, Brett would not rest on his pure presents. She makes use of glowing language, calling him distinctive, really special, and wonderful. She focuses on his compassion for others, and paints an image of how Noah has made a formidable mark on the varsity curriculum and culture. Whichever site you select will almost actually help your small business grow. However ensure you preserve your wonderful service once you do develop especially if you take on more employees. As such, the symmetric keys used by authenticators are additionally present in the verifier, and SHALL be strongly protected towards compromise. Authenticate to a public mobile telephone network utilizing a SIM card or equivalent that uniquely identifies the system. This methodology SHALL only be used if a secret is being despatched from the verifier to the out-of-band system through the PSTN . Establish an authenticated protected channel to the verifier utilizing accredited cryptography. Visitors can shortly assess what other customers are saying concerning the business and use the coupon hyperlinks to get the identical offers as other prospects. This customer evaluate website has embraced transparency, letting users access hundreds of reviews and see the number of downloads with just some clicks. Like G2 Crowd, TrustRadius is a web-based review website for software program companies. Outside of school, Brett is also concerned within the native theater group. Brett is an unbelievable actor with contagious enthusiasm and a passion for storytelling. He has my highest suggestion for admission into your theater program.

Examples Of *excellent* Letters Of Recommendation From Counselors

However, there's a dearth of guidance on the ways by which sponsors might appropriately use their assets to support patient recruitment actions whereas preserving their independence from investigators and sites. The letter's recipient might be a third-party recruiter, a company employed to do background checks, or the future supervisor of the particular person you're recommending. Whoever it is, that person might be busy with different items on their to-do lists. They don't have time to read an extended and rambling letter, so keep your recommendation letter concise. The type of recommendation you wish to show on your product detail page is up to you, however be sure that the technique behind it suits with the sort of buyer you may have. A resignation letter is a short formal letter notifying an employer of your wish to leave a current publish. It is a 'good will' document and may element the term of employment, job role, date of departure and any personal comments. I am the proprietor of Smith Heat and Air, LLC. I am writing to you with reference to Linda Bell. Ms. Bell has labored right here for the last five years as our workplace manager. She's been an essential a part of our HVAC team by dealing with payroll, taxes, schedule installs and taking good care of our Human Resources issues. Further, pregnant individuals should not be denied COVID-19 vaccine because of their pregnancy standing alone. COVID-19 vaccination websites ought to think about the recommendations below and in ACOG's scientific guidanceregarding vaccinating pregnant individuals. Alibaba makes various product suggestions to its clients based mostly on previous transactions, browsing historical past, product suggestions, and geographic location. The SAOP can similarly help the company in figuring out whether a PIA is required. To maintain the integrity of the authentication elements, it's important that it not be attainable to leverage an authentication involving one factor to obtain an authenticator of a special factor. For instance, a memorized secret must not be usable to acquire a new listing of look-up secrets and techniques. Authentication processes that require the subject's intervention (e.g., a claimant coming into an authenticator output from an OTP device) set up intent. Cryptographic devices that require person motion (e.g., pushing a button or reinsertion) for every authentication or reauthentication operation are additionally establish intent. Use of some kinds of authenticators requires that the verifier store a duplicate of the authenticator secret. Here are some of the greatest examples of LinkedIn recommendations so that you can copy. You may also be asked to give a LinkedIn advice to a colleague, so in this article, I'm going to give you a variety of the finest LinkedIn recommendation examplesso you can write your individual with confidence. Our new student and mother or father forum, at ExpertHub.PrepScholar.com, permit you to work together together with your friends and the PrepScholar employees. See how other college students and fogeys are navigating highschool, college, and the school admissions process. Check out these great letters from teachers and dangerous letters from counselors. The iterations lead to the number of the most effective plan evaluated with respect to the user desire. In VISIT system adaptive suggestions based on the consumer context with respect to elements corresponding to social media sentiment, choice, weather, time, and site are proposed. Artificial neural community is sometimes recommended for the analysis of the relevance between each context factor used and the person profile. User's desire is taken into consideration in some of the methods to offer the advice so that it suits the user. Private Internet Access is a remarkably generous firm in many ways. Aside from the plain features, they offer great incentives and reductions for folks to try out their merchandise. They declare to be essentially the most reliable and reliable VPN round, and we believe that. Always confirm a user's id earlier than resetting a passwordA user's id should at all times be validated prior to resetting a password. If the request is in-person, photograph identification is a sufficient means of doing this. If the request is by cellphone, validating an identification is rather more tough. One methodology of doing that is to request a video convention with the consumer (e.g. Skype) to match the individual with their picture id. Another option is to have the person's manager call and make sure the request. If available, a self-service password reset solution that prompts a user with a series of customized questions is an efficient strategy to addressing password resets. Using similarity measures, comparable users are assigned as neighbors to the person and gadgets suggestion is predicted for the consumer. Then, from the top- recommendations, objects are chosen to satisfy the actual lively person. Try injecting some social proof into your product suggestions by displaying items which have the highest customer evaluations. Research carried out by Barilliance in 2018 concluded that product suggestions accounted for as a lot as 31 p.c of ecommerce revenues. On common, clients saw 12 % of their overall purchases coming from products that were beneficial to them. The USPSTF acknowledges the higher colorectal most cancers incidence and mortality in Black adults and strongly encourages clinicians to make sure their Black patients receive really helpful colorectal cancer screening, follow-up, and therapy. Upon the arrival of a model new person, the preferences and pursuits are elicited which then are processed along with the applied agents to derive an appropriate package deal for travel. Evaluation of the bundle content material and segments is feasible by the consumer, which in flip is regarded as an implicit feedback that helps in improving the efficiency of the agent used and the recommendations supplied by the system generally. Now, we temporary probably the most prevalent AI strategies which were exploited in recommender systems for tourism in the latest years. Table 2 is a comparison of AI techniques used by travel recommender methods within the articles reviewed for this paper. When social data is included in the recommendation system, the item can be labeled by the customers. Folksonomies are info spaces consisting of units of triples that specify a user, an merchandise, and a tag [81–83]. Conversely, some authenticators' performance might improve — for instance, when changes to their underlying standards increases their capacity to resist specific assaults. Depending on the modality, presentation of a biometric could or could not set up authentication intent. Presentation of a fingerprint would usually set up intent, while statement of the claimant's face using a camera normally would not by itself. Behavioral biometrics similarly are much less likely to establish authentication intent because they don't always require a particular action on the claimant's half. The provenance (e.g., manufacturer or supplier certification), well being, and integrity of the authenticator and endpoint. Runtime interrogation of signed metadata (e.g., attestation) as described in Section 5.2.four. The website seems to work very nicely, however for shoppers we feel that it lacks the flexibility to easily search and make contact with tradesmen based mostly on their feedback. It does however send the client the profiles of the tradesmen so they can verify the previous feedback from different prospects earlier than choosing which one to rent. What this implies for the tradesmen is that they solely incur prices after they see the best job, in the right location on the proper value. It also means less time is wasted offering quotes for people who are perhaps contacting tons and a lot of companies as only three tradesmen can buy the main points of the job. The overarching authentication usability goal is to minimize consumer burden and authentication friction (e.g., the number of times a user has to authenticate, the steps involved, and the quantity of knowledge he or she has to track). To account for these changes in authenticator performance, NIST places additional restrictions on authenticator sorts or specific lessons or instantiations of an authenticator sort. In contrast, memorized secrets are not thought of replay resistant because the authenticator output — the secret itself — is supplied for every authentication. An authentication process resists replay attacks if it is impractical to realize a profitable authentication by recording and replaying a earlier authentication message. Replay resistance is in addition to the replay-resistant nature of authenticated protected channel protocols, because the output could possibly be stolen previous to entry into the protected channel. Single-factor OTP units are just like look-up secret authenticators with the exception that the secrets and techniques are cryptographically and independently generated by the authenticator and verifier and in contrast by the verifier. Consider a suspected most cancers pathway referral for anal cancer in folks with an unexplained anal mass or unexplained anal ulceration. Consider an pressing direct access ultrasound scan to evaluate for gall bladder most cancers in individuals with an higher belly mass consistent with an enlarged gall bladder. COPD Exacerbation Managementoffers key recommendations for adults with acute exacerbations of COPD. Diabetes Screening for Adults provides screening recommendations for adults aged forty to 70 years who have overweight or weight problems and pregnant individuals at or after 24 weeks gestation. The AAFP supplies scientific suggestions for preventing and managing acute and chronic situations. When you may be a few months away from submitting your application, send the letter writer a near-final version of your CV and private assertion. Each week, Barron's gives readers 5 new investing ideas from a team of particular person inventory pickers. There are articles that list the bull case and bear case for a inventory or ETF. I use these articles in the course of the research part to higher perceive an funding advice earlier than deciding to buy or avoid. Stock Advisor is a bargain for the caliber of investment advice you receive.

댓글

이 블로그의 인기 게시물

President Biden Indicators Bill Supporting The 2 Kings Casino Project

Pop Betting is Taking the World by Storm!

Pa On-line Casinos 2022