Chicago looks back on restaurant inspection

The Chicago Department of Public Health (CDPH) conducts routine food inspections of over 15,000 food establishments to ensure the health and safety of their patrons.

In 2015, CDPH deployed a machine learning model to schedule inspections of establishments based on their likelihood to commit critical food code violations.

The City of Chicago released the training data and source code for the model, allowing anyone to examine the model. We provide the first independent analysis of the model, the data, the predictor variables, the performance metrics, and the underlying assumptions. We present a summary of our findings, share lessons learned, and make recommendations to address some of the issues our analysis unearthed.

Hindsight analysis of the Chicago food inspection forecasting model, 2019

Illinois Institute of Technology

Vinesh Kannan, Matthew Shapiro, and Mustafa Bilgic

https://arxiv.org/pdf/1910.04906.pdf

Everyone’s got a camera: Chicago bus drivers caught on video urinating, defecating on buses, face little action

Do it in the country they like it just fine, do it in the city it’s a $20 fine,

That stench on your CTA bus? That puddle of urine? Turns out riders aren’t always the ones to blame.

The Chicago Transit Authority has disciplined three bus drivers who were caught relieving themselves on their routes in the past few years, according to CTA records obtained by the Chicago Sun-Times.

In one bizarre, on-duty incident in September, a driver defecated on his bus after pulling over — busted by onboard surveillance camera footage.

The driver told his bosses he couldn’t hold it because he’d eaten “bad tacos.” CTA officials didn’t buy his story, according to a transit source who says the incident appeared to be “premeditated.” The agency initiated termination proceedings.

The source, who works for the CTA, says the official records don’t come close to revealing the extent of the problem, saying it’s fairly common for bus drivers to urinate or otherwise let loose on or near their buses and let the blame, and cleanup, fall to others.

“I can tell you it’s dozens we’re aware of,” the source says, adding that incidents are often ignored by supervisors or “classified as something else” in paperwork to obscure the offense. “This happens frequently, honestly. . . . There’s really no good excuse for it.”

54 sick from Salmonella at Chicago’s Cook County Jail

At least five detainees have gotten sick in an apparent salmonella outbreak at a medium-security division of the Cook County Jail in Chicago.

Detainees at the jail’s Division 11, 3015 S. California Boulevard, “began experiencing symptoms of a gastrointestinal illness” last week, according to a statement from the Cook County Sheriff’s Office. Over the weekend, five cases of salmonella were confirmed among the 54 detainees reporting symptoms.

Two of the detainees were hospitalized for their symptoms, the sheriff’s office said. One has since been returned to the jail and the other was expected to be returned to the jail on Tuesday.

Proms are overrated: 111 students fall ill after prom at Chicago’s Shedd Aquarium

I was perusing a paper this morning about establishing an appropriate bionome for a large-scale, salt-water aquarium, because that’s what microbiological nerds do (but could a virus take out the microorganisms? probably) when I read that at least 111 students from a suburban high school became ill with stomach flu-like symptoms after their Friday night prom at the Shedd Aquarium.

I never went into the prom thing, probably because my high-school girlfriend broke my heart (or did I break her’s?).

According to CLTV, roughly 400 students from Andrew High School in Tinley Park, Ill., celebrated prom at the aquarium at 1200 S. Lake Shore Dr. on Friday. By Saturday and Sunday, some students started to come down with fevers, chills, vomiting and diarrhea. It is still too soon to tell whether the illness is norovirus.

Officials originally reported that 50 students were ill. By Tuesday morning, the number had climbed to 111.

A spokeswoman for Shedd said the aquarium’s food provider, Sodexo, was investigating. Shedd did “an extra precautionary deep clean of the aquarium” Monday; no one at additional private events hosted at the aquarium since Friday became ill.

“At this time, we do not believe there are any safety concerns related to food or drink being served to our guests visiting the aquarium,” spokeswoman Andrea Rodgers said.

All known details have been reported to the Chicago Department of Public Health.

Marci Condon said her son Jack, a football player at Andrew, was still sick in bed Monday. Dozens of students went to Kalahari Resort in Wisconsin Dells and became sick there. Others fell ill on trips to Indiana, Michigan and Six Flags Great America.

“Clearly, my heart goes out to all our kids and their families who were affected,” Principal Bob Nolting said in a statement. “We have many individuals who work very hard on creating a prom experience that is enjoyable and meaningful. It is saddening to see the excitement of an otherwise positive and memorable event dampened by this situation.”

The Shedd Aquarium’s initial full statement is below:

The care and well-being of all our guests is a top priority for Shedd Aquarium and something that is taken very seriously.  Upon learning Monday morning about alleged food-related illness reported by a number of students who attended the Victor J. Andrew High School Prom at the aquarium Friday evening, Shedd Aquarium management notified our food service provider Sodexo, and Sodexo leadership began to take immediate action to investigate further. Shedd and Sodexo are in regular contact with the school’s administrative office and have reported all known details to the Chicago Department of Public Health.  At this time, we do not believe there are any safety concerns related to food or drink being served to our guests visiting the aquarium.

Sodexo services at Shedd Aquarium has a longstanding, strong performance in food safety and commitment to maintain strict adherence to food safety procedures that lead to clean, safe operations and nutritious food. We welcome health inspections and aggressively self-monitor as well.

Andrea Rodgers, APR

Vice President, Communications & Public Relations

Going public (not): E. coli outbreak at Chicago restaurant sickened over 100 in June

In June, 2016, people started getting sick after dining at Carbon Live Fire Mexican Grill at 300 W. 26th St., Chicago.

carbon-live-mexican-grillBy July 1, at least 25 people were sick with Shiga-toxin producing E. coli, and the restaurant closed.

Five months later, and cilantro has been fingered as the source.

By the end of the outbreak, 68 people were sickened, 22 of whom were hospitalized. All have since been treated and released.

According to a report from the department of health, cilantro was identified as “food vehicle” that likely caused the outbreak. 

All prepared food was disposed, food handling practices were reviewed, and all staff who handle food were tested at least twice for the bacteria,” according to a release from Healthy Chicago, an initiative of the Chicago Department of Health, said at the time the outbreak was reported. 

Carbón withdrew from the Taste of Chicago so that it could turn “its full attention to addressing the issues at its Bridgeport location,” health officials said.

The owners also closed their second location at 810 N. Marshfield “out of an abundance of caution.” That location reopened July 9, health officials said. 

Two lawsuits stemming from the outbreak were filed against the restaurant, one seeking more than $90,000 in damages.

That’s the PR version.

The team at Marler’s Seattle law firm had previously filed a Freedom of Information Act request and found more than 100 people were sickened and that 16 of 40 food-handling employees of Carbón Live Fire Mexican Grill tested positive for E. coli soon after the restaurant’s two locations voluntarily closed for cleaning July 1.

Lab tests confirmed 69 people were sickened during the outbreak, with another 37 probable cases. Of the sick people, 22 had symptoms so severe that they required hospitalization. Illness onset dates ranged from June 3 to July 23.

Cilantro is the suspected source of the E. coli based on percentages of sick people who ate menu items made with the fresh produce item. Inspectors collected 12 food items, including cilantro, but none of the food returned positive results for E. coli bacteria. The cilantro was sourced from Illinois and Mexico, according to traceback information provided to the health department.

“Lettuce was associated with illness in both multivariable models but was consumed by only 44 percent of cases,” according to the health department report.

“In comparison, cilantro was consumed by 87 percent of cases, and either cilantro or salsa fresca (which included cilantro) were consumed by 95 percent of cases.”

The report references “several critical violations” observed during a July 1 inspection, such as improper temperatures for several food items including red and green salsas, tequila lime sauce, raw fish, guacamole and cheese. Inspectors also noted improper hand hygiene practices among food handlers.

Chicago sets a food safety standard, then ignores it

The Chicago Tribune reports that inspections are government stethoscopes. They detect leaky roofs, Cobb salads that can tear up our insides, faulty elevators and buildings that are firetraps.

restaurant-inspectionAbout those Cobb salads.

The Chicago Department of Public Health requires “high risk” food establishments, such as restaurants, school and hospital kitchens and day care centers to be inspected twice a year. In 2015, fewer than half of them got two inspections, city Inspector General Joseph Ferguson recently reported. Grocery stores are supposed to get an annual inspection, but nearly 1 in 5 were not visited by sanitarians last year. Bars and convenience stores are supposed to be inspected once every two years, but fewer than 1 in 4 got a visit from inspectors in 2014 and 2015.

The explanation is simple: not enough inspectors. The city has 38 full-time inspectors to handle a workload that the IG says would take 94.

Would you like ranch or Imodium on that Cobb salad?

Foodborne illness affects 48 million people every year in the U.S., according to the Centers for Disease Control and Prevention — hospitalizing at least 128,000, killing 3,000, and making countless others miserable.

Chicago’s food safety inspection rules follow state guidelines, which are based on recommendations from the U.S. Food and Drug Administration. But the city routinely falls short of those standards. For years, the city and state have agreed to “corrective action plans” that allow Chicago to continue to receive local health protection grants from the Illinois Department of Public Health. In 2015, that amounted to $2.5 million.

That raises some questions: Are twice-a-year restaurant inspections necessary to protect people from foodborne illness or not?

Why should consumers have confidence in food safety standards that state health officials consider negotiable?

Does Chicago need more inspectors, or more realistic rules?

If twice-a-year inspections are needed, then the city has an obligation to provide the staffing to conduct them. If they’re not needed, then there are better uses for scarce public dollars. The city needs to figure out which of those things is true, instead of leaving rules on the books and breaking them repeatedly. Taxpayers deserve to know their money is being used wisely, and diners deserve to know their local eateries are following safe food-handling procedures.

It’s not the first time the city has failed to carry out its own inspections regimen. In 2012, the Tribune reported that nearly two-thirds of the city’s elevators had not been inspected the previous year as required. Some of the buildings were downtown, where the city dealt with a backlog by allowing property owners to hire their own inspectors to check elevators. But many building managers didn’t get the inspections done, and the city largely let them off the hook, the Tribune found. Very few of the non-compliant building owners were fined, and the city failed to follow up with its own inspectors, an expense that could have been passed on to the owners.

The fees and fines paid by food service establishments don’t cover the cost of the required inspections — and in any case, that money goes into the city’s corporate fund, which pays for all sorts of programs and services. That money could be dedicated to the Department of Public Health to pay for inspections, though the city would have to find efficiencies in its operating budget to make up for the lost dollars. The city also could charge more for inspections and licenses, or raise the fines for violators, to help cover the costs.

But Ferguson makes an excellent point: The city first needs to determine whether it’s necessary to add 56 inspectors to its payroll. That means working with state health officials to craft an inspections regimen that ensures food safety and is cost-effective, and to codify those standards. The IG’s report recommends consulting with food safety experts — government agencies, NGOs and academic institutions — to come up with a science-based inspection schedule.

By keeping a rule on its books that it doesn’t enforce, the city is not being straight with Chicagoans. Meaningful food safety standards, adequately enforced, will give a hungry public the confidence to chow down.

 

E. coli free, Carbón Live reopens a month after outbreak

After more than a month, a handful of lawsuits and 68 customers affected from E. coli, Ashok Selvam of Eater reports Chicago’s health department has ruled that Carbón Live Mexican Grill can reopen.

Carbón Live Mexican GrillHowever, DNAinfo reported that the health department couldn’t determine the source of the bacteria that sickened customers. The Bridgeport restaurant had been closed since late June’s outbreak.

The owners of Carbón haven’t publicly commented since their restaurant closed, and there’s no mention on their social media channels. The health department did day that they fully cooperated with officials. They temporarily closed their West Town location and also withdrew as a vendor at The Taste of Chicago as cautionary measures.

Attorneys circled around affected customers, looking for new clients to represent in lawsuits against the restaurant. There haven’t been any updates on those cases.

25 sick with E. coli: Chicago restaurant closed

The Chicago Tribune reports a Bridgeport restaurant has been closed after an outbreak of E. coli affected at least 25 Chicago residents and sent at least five Carbon Live Fire Mexican Grillpeople to the hospital, public health officials said Friday.

Carbon Live Fire Mexican Grill at 300 W. 26th St. has been linked to the Shiga toxin-producing E. coli outbreak and the restaurant closed voluntarily, according to a news release from the Chicago Department of Public Health. The restaurant is fully cooperating with the investigation.

The owner could not be reached for comment.

Allstate using big data to help ID food problems in Chicago

Which of the city’s 15,000 restaurants and vendors are most likely to be the site of foodborne illnesses and should be targeted for a closer look? How can the city identify which establishments likely sell untaxed cigarettes? Which trees should be trimmed to minimize damage to power lines when a storm rolls through?

allstateAllstate, the Northbrook-based insurer, is tapping big data to try to answer those questions.

Earlier this year, Chicago began using a predictive model that Allstate’s quantitative research team helped develop to improve restaurant inspections. It combines and mines data the city already collected or were readily available to more quickly identify restaurants that pose a greater risk for foodborne illness and thus help prioritize inspections.

Tom Schenk, Chicago’s chief data officer, said the city soon planned to issue its own announcement about the food-inspection data program and declined to comment further. His Twitter feed, @ChicagoCDO, on May 14 tweeted a link to a report titled “Food Inspection Forecasting: Optimizing Inspections With Analytics.” Allstate’s participation was cited in the report.

Historically, each Chicago food inspector is responsible for nearly 470 restaurants. Among those, more than 15 percent of inspections result in at least one critical violation. So random inspections might not be the best way to prevent foodborne illnesses.

Allstate’s quantitative research staffers working on the city food project included lead analyst Stephen Collins. His connections with the nonprofit Civic Consulting Alliance, which was also credited in the “Food Inspection Forecasting” report, led to the project with the city.

Initially Allstate scientists asked “what is it we want to try to predict if we were trying to build a predictive model?” recalled Smart. “The aim was to identify critical violations much sooner, so what kind of variables or information would” foreshadow risks at food establishments?

In 2013, Chicago also began monitoring Twitter for posts that include the words “food poisoning” by people who identify themselves as Chicagoans. That initiative continues, Schenk recently told WBEZ.

Roadkill at restaurants; man sold deer, raccoons and other Indiana wildlife to Chicago restaurants

A Chicago man was arrested Monday after police made the unsavory discovery he was illegally selling Indiana wildlife to food markets in the Windy City.

Alexander Moy, 47, is being held in the Starke County Jail in Knox, Ind., roughly 90 minutes east of Chicago and is charged with two counts of up-roadkill_lgbuying and selling wildlife. Both offenses are Class D felonies, according to NBC Chicago.

Lt. Thomas Torsell of the DNR said Moy illegally bought the wildlife from hunters and fishermen and in turn sold the products to marketplaces in Chicago, particularly to eateries in Chinatown and possibly other parts of the city.

“We’re talking about some fish, turtles, raccoons and white-tailed deer,” Torsell said according to CBS Chicago.

The Northwest Indiana Times reports Moy told officials with the DNR the raccoons and turtles were mostly used for soup while the deer was “mixed in with other meat.”