Baloney Inspection Report: Claim #1033 · Inspected Sep 17, 2026, 11:22 PM PDT · Scoring model v2 · Earlier report, model v1

Super Fresh Truth95%

“Cold weather weakens your immune system and makes you more likely to get sick.”

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The Verdict

“Cold weather weakens your immune system and makes you more likely to get sick.”95% Super Fresh Truth — Ready to Eat!Verified blind by 5 frontier AIs · Baloney Inspection Report: baloney.ai/baloney/cold-weather-weakens-your-immune-system-and-makes-you-more

The Rating Card

95% Super Fresh Truth card for this claim

The Baloney Sampler

Cold weather weakens the immune defenses that guard the nose and upper airway, making you more likely to catch a respiratory virus when one is around. PNAS research from Yale University showed rhinovirus replicates more efficiently at cooler nasal temperatures because the interferon antiviral response is blunted. The Journal of Allergy and Clinical Immunology reported that a roughly 5°C drop in nasal tissue temperature cuts the release of antiviral extracellular vesicles and their virus-neutralizing capacity.

The CDC records strong winter peaks for influenza, RSV, and common colds. Cold, dry air slows mucociliary clearance, dries nasal mucosa, and, as Cleveland Clinic and Harvard Health note, can reduce blood flow that delivers immune cells to the airway. A virus is still required, and the effects are mainly local rather than a full-body immune collapse, but those local changes plus winter humidity and indoor crowding raise the chance of getting sick.

Original Claim Source https://health.clevelandclinic.org/does-cold-weather-make-you-sick

Other ways to slice it — phrasings that might have changed the rating

  1. “Cold air impairs innate immune defenses in the nose and raises the chance of a respiratory infection when a virus is present.” The reports found the strongest effects are local nasal interferon responses, antiviral vesicles, and mucosal barriers, not a shutdown of the whole immune system.
  2. “Cold weather does not weaken immunity and does not make people more likely to get sick.” Classic human-challenge studies and a sports-medicine review found no robust rise in infection from ordinary chilling, and agencies have long treated the folk version as a myth.
  3. “You catch a cold simply by getting chilled, even without contact with a virus.” Every lab report stresses that a pathogen is strictly required and that temperature by itself cannot cause illness.

Written from the panel’s reports by xAI · grok-4.6. Nothing here changed the score.

The Order Ticket

06:22:29CLAIM RECEIVED — QUEUED FOR INSPECTION✓
06:23:16claude-opus-5 REPORTED — SCORE 5, CONFIDENCE 80✓
06:22:59gpt-5.5 REPORTED — SCORE 5, CONFIDENCE 86✓
06:23:02gemini-3.1-pro-preview REPORTED — SCORE 4, CONFIDENCE 95✓
06:22:54sonar-pro REPORTED — SCORE 18, CONFIDENCE 88✓
06:24:37grok-4.6 REPORTED — SCORE 14, CONFIDENCE 78✓
06:26:22PRIMARY MASTER GROK — SCORE 5✓
06:24:45BLIND VALIDATION PERPLEXITY — SCORE 6✓
06:26:22AGREEMENT CONFIRMED — DELTA 1✓
06:26:22SCORING MODEL V2 — MEDIAN OF 5 COUNTED LAB SCORES: 5, 5, 4, 18, 14 → 5.✓

How This One Was Sliced

Station 1 · Blind Inspection — Five Graders, Zero Peeking

Each lab scored the claim independently, without seeing the others. Open a breakdown for its evidence, its sources, and how sure it was.

Anthropic · EQUAL WEIGHT · 47.2s

claude-opus-5

95%TRUTH

ROUND-1 BREAKDOWN
Evidence offered for the claim
  • Laboratory work by Foxman and colleagues (Yale, PNAS 2015) showed that rhinovirus replicates more efficiently at cooler airway temperatures (~33°C, typical of the nose in cold air) than at core body temperature (37°C), largely because the interferon-based innate immune response of airway cells is blunted at the lower temperature — i.e., cooling genuinely weakens a local antiviral defense.
  • A 2022/2023 study led by researchers at Mass Eye and Ear/Harvard and Northeastern, published in the Journal of Allergy and Clinical Immunology, found that dropping nasal tissue temperature by about 5°C (equivalent to stepping into cold air) cut the release of antiviral extracellular vesicles from nasal cells by roughly 40% and reduced their virus-neutralizing capacity — a direct mechanism by which cold exposure impairs immunity at the site where most respiratory viruses enter.
  • Cold, dry air slows mucociliary clearance and dries nasal mucosa, reducing the physical barrier that traps and removes inhaled pathogens.
  • Cold-induced vasoconstriction in the upper airway reduces delivery of white blood cells and immune mediators to the nasal mucosa (Eccles, Rhinology, 2002), providing a plausible physiological basis for the claim.
  • A randomized study by Johnson and Eccles (Family Practice, 2005) found that volunteers whose feet were chilled in cold water reported significantly more cold symptoms in the following days than controls.
  • Epidemiologically, influenza, RSV and common colds show strong cold-season peaks in temperate climates (CDC, WHO surveillance data), consistent with cold/dry conditions favoring infection and transmission.
  • Low absolute humidity, which accompanies cold weather, increases influenza virus survival in aerosols and transmission in animal models (Lowen et al., PLoS Pathogens, 2007), and low humidity has been shown to impair host antiviral responses in mice (Kudo et al., PNAS, 2019).
Evidence against the claim
  • Cold weather by itself cannot make you sick — a pathogen is required. The statement's shorthand can reinforce the folk belief that chilling alone causes illness.
  • Classic human-challenge experiments (e.g., Douglas et al., NEJM, 1968; later work at the UK Common Cold Unit) found that chilling volunteers did not measurably increase their rate of infection or illness severity after rhinovirus inoculation, so the effect is not robust in every experimental design.
  • 'Weakens your immune system' is imprecise: the best-supported effects are localized (nasal/airway innate immunity, reduced mucosal clearance) rather than a demonstrated systemic immunosuppression. Some data suggest brief cold exposure can transiently increase circulating leukocytes and certain immune markers.
  • Winter respiratory-illness peaks are multifactorial: indoor crowding, poor ventilation, school terms, and reduced vitamin D/UV all contribute, so cold temperature is not the sole driver of increased illness.
  • Older public-health messaging and some fact-checks have framed 'cold weather makes you sick' as a myth, reflecting the fact that the mechanistic evidence only firmed up in the last decade.
How sure this lab was

80/100 — the lab’s own confidence in the score above, not a second reading of the claim.

Sources

Yale University (reporting Foxman et al., PNAS 2015)edu · 92 · Journal of Allergy and Clinical Immunology (Huang et al., nasal extracellular vesicles and cold exposure)journal · 90 · Mass Eye and Ear / Harvard Medical School (press release on cold-temperature nasal immunity study)edu · 85 · Family Practice (Johnson & Eccles, acute cooling of the feet and common cold symptoms, 2005)journal · 78 · New England Journal of Medicine (Douglas et al., cold exposure and rhinovirus colds, 1968)journal · 88 · PLoS Pathogens (Lowen et al., influenza transmission depends on humidity and temperature, 2007)journal · 90 · PNAS (Kudo et al., low ambient humidity impairs antiviral defense, 2019)journal · 92 · U.S. Centers for Disease Control and Prevention (flu seasonality)gov · 93 · Harvard Health Publishing (why respiratory infections rise in winter)edu · 85 · UK National Health Service (common cold causes)gov · 88

OpenAI · EQUAL WEIGHT · 29.5s

gpt-5.5

95%TRUTH

ROUND-1 BREAKDOWN
Evidence offered for the claim
  • Cold-season respiratory infections are not just folklore: CDC notes that common colds are more common in winter and spring, and that they are caused by respiratory viruses that spread between people, so cold seasons coincide with higher exposure and transmission opportunities.
  • Laboratory evidence supports a biological mechanism: Foxman et al. in PNAS found rhinovirus replicated better at cooler nasal-airway temperatures partly because antiviral innate immune responses were less effective at 33°C than at core body temperature.
  • A 2023 Journal of Allergy and Clinical Immunology study reported that cold exposure lowered nasal temperature and impaired extracellular-vesicle-mediated antiviral defenses in the nose, supporting the idea that cold air can weaken local front-line respiratory immune defenses.
  • Cold-weather conditions can also favor viruses indirectly: PNAS research found low humidity impaired airway barrier function and innate resistance to influenza in mice, while PLOS Pathogens research found influenza transmission in guinea pigs was more efficient at low temperature and low humidity—conditions common in winter.
Evidence against the claim
  • The wording is too broad if read as 'cold air alone gives you a cold' or 'cold weather generally suppresses the whole immune system.' CDC is clear that common colds are caused by viruses, not temperature itself.
  • Much of the increased winter illness risk comes from multiple factors besides immune weakening, including more indoor crowding, closer contact, school/work patterns, and environmental effects on virus survival and transmission.
  • The strongest human evidence concerns local nasal/airway innate defenses, not a blanket weakening of the entire immune system. Normal brief cold exposure in healthy people is not the same as severe cold stress or hypothermia.
  • Because infection still requires exposure to a pathogen, cold weather by itself does not guarantee sickness; it increases risk under common real-world conditions.
How sure this lab was

86/100 — the lab’s own confidence in the score above, not a second reading of the claim.

Sources

Centers for Disease Control and Preventiongov · 95 · Proceedings of the National Academy of Sciencesjournal · 92 · Journal of Allergy and Clinical Immunologyjournal · 90 · National Institutes of Healthgov · 92 · Proceedings of the National Academy of Sciencesjournal · 90 · PLOS Pathogensjournal · 88

Google · EQUAL WEIGHT · 32.8s

gemini-3.1-pro-preview

96%TRUTH

ROUND-1 BREAKDOWN
Evidence offered for the claim
  • A breakthrough 2022 study published in The Journal of Allergy and Clinical Immunology demonstrated that inhaling cold air lowers the temperature inside the nasal cavity, which physically impairs the local immune response. Specifically, the cold reduces the secretion of extracellular vesicles (EVs) that typically swarm and neutralize respiratory viruses by up to 50%.
  • Many respiratory pathogens, such as rhinoviruses (the most common cause of the common cold), have been shown to replicate much more efficiently at the cooler temperatures found in the nasal cavity during cold weather.
  • Cold weather indirectly increases the likelihood of illness by driving people indoors into poorly ventilated spaces where viruses spread more easily, and by decreasing absolute humidity, which allows aerosolized virus particles to remain stable and infectious in the air for longer periods.
Evidence against the claim
  • Cold weather alone cannot cause an infection; exposure to a pathogen (such as a virus or bacteria) is strictly required to get sick.
  • The statement's phrasing implies a systemic weakening of the entire immune system (e.g., T-cells and B-cells throughout the body). In reality, the direct immunosuppressive effect of cold air is localized specifically to the upper respiratory tract (the nose).
  • Historically, health agencies and doctors have labeled the old adage that 'being cold gives you a cold' as a myth, emphasizing that behavioral factors (indoor crowding) and viral prevalence are the main drivers of winter sickness, rather than systemic immune failure.
How sure this lab was

95/100 — the lab’s own confidence in the score above, not a second reading of the claim.

Sources

The Journal of Allergy and Clinical Immunologyjournal · 95 · CNNnews · 85 · Mayo Clinicother · 95

Perplexity · EQUAL WEIGHT · 25.1s

sonar-pro

82%TRUTH

ROUND-1 BREAKDOWN
Evidence offered for the claim
  • Several medical sources state that cold weather can impair aspects of immune defense, especially in the respiratory tract, making infections more likely when viruses are present. For example, Cleveland Clinic notes that cold, wet conditions can weaken the immune system by forcing the body to work harder to stay warm and by damaging mucus membranes that normally trap pathogens, allowing viruses easier entry into the body.[1][3][9][6]
  • Research summarized by Healthline reports that cold temperatures in the nose reduce local immune responses: a drop of about 5°C in nasal tissue temperature was associated with about a 50% reduction in certain antiviral immune responses, which can increase susceptibility to respiratory viruses.[2][3][8][12]
  • A study discussed by AccuWeather and PBS, based on research published in The Journal of Allergy and Clinical Immunology, found that lowering the temperature inside the nose by about 5°C killed nearly half of the antiviral and antibacterial particles (extracellular vesicles) in the nostrils, thereby substantially reducing the nose’s ability to fight respiratory infections; experts quoted in these reports explicitly state that this reduced local immunity is one reason cold air is associated with more viral infections.[8][12]
  • Harvard Health explains that cold weather does not directly cause illness but may foster it because cold air reduces blood flow to the lining of the nose, throat, and lungs, which can dampen immune responses; they also note that some cold and flu viruses multiply and spread more easily in lower temperatures and humidity, compounding the effect.[10]
  • National Geographic, summarizing work from Yale researchers, describes how cold, dry air in winter can tax host immune responses: inhaling dry, cold air can impair the mucosal defenses of the respiratory tract and, combined with other winter factors (e.g., lack of sunlight), reduces the body’s ability to fight respiratory viruses like influenza and SARS‑CoV‑2.[13][14]
  • Age UK, a health-focused charity working with medical sources, states that people are more likely to become ill during winter partly because some viruses survive more easily in cold conditions and because the cold can make it more difficult for the immune system to fight off illnesses, suggesting a weakening of immune effectiveness under cold exposure.[11]
  • Several health organizations note that cold temperatures and dry air can damage or dry out mucus membranes and cilia in the nose and throat, reducing their efficiency as a first line of defense, which increases vulnerability if one is exposed to viruses; this mechanistic explanation supports the idea that cold weather can weaken parts of the immune barrier and thus increase the likelihood of getting sick when pathogens are present.[1][6][9][7]
  • Some clinical and public health sources mention that cold temperatures cause vasoconstriction (narrowing of blood vessels), which can reduce the delivery of immune cells (such as white blood cells) to the respiratory tract, potentially decreasing local immune surveillance and making respiratory infections somewhat more likely in cold environments.[5][10]
Evidence against the claim
  • A peer‑reviewed review article in Medicine & Science in Sports & Exercise examining human immune responses to cold exposure concluded that, based on available data, there is no robust support for the concept that cold exposure per se depresses overall immune function or clearly increases upper respiratory tract infection incidence; moderate acute cold exposure appeared to have no detrimental effect on the innate component of the immune system.[4]
  • An NIH‑hosted review on temperature‑dependent viral tropism notes classic experimental studies (e.g., by Andrewes and Dowling) in which deliberate chilling of individuals did not meaningfully weaken systemic immune defenses, suggesting that simply being cold does not broadly suppress immune function in humans.[15]
  • Healthline and other medical sources emphasize that cold weather itself does not directly cause illness; viruses and bacteria do. These sources argue that while cold air can weaken local nasal immune responses, you still must be exposed to pathogens to get sick, and the main drivers of winter respiratory illness are increased viral activity, indoor crowding, and transmission dynamics, rather than a generalized weakening of the entire immune system by cold temperatures.[3][6][10]
  • Several health organizations explicitly state that cold weather alone does not make you ill; it may increase your chances of becoming ill primarily by changing behavior (more indoor close contact) and by providing environmental conditions that help viruses survive and spread, rather than by substantially and globally weakening the immune system.[6][9][10]
  • The sports‑medicine review and temperature‑tropism review also highlight that many claims about cold exposure and immune suppression come from limited or older data and that available human studies do not unequivocally support the notion that cold exposure in otherwise healthy individuals significantly suppresses systemic immune function or dramatically increases infection risk absent other factors like pathogen exposure and crowding.[4][15]
How sure this lab was

88/100 — the lab’s own confidence in the score above, not a second reading of the claim.

Sources

Cleveland Clinicedu · 92 · Healthlinenews · 80 · Healthlinenews · 80 · Medicine & Science in Sports & Exercise (LWW)journal · 94 · GoHealth Urgent Careother · 75 · Bupaother · 82 · Nutrisenseother · 70 · AccuWeathernews · 75 · Cleveland Clinicedu · 92 · Harvard Health Publishingedu · 93 · Age UKother · 80 · PBS NewsHournews · 90

xAI · EQUAL WEIGHT · 127.4s

grok-4.6

86%TRUTH

ROUND-1 BREAKDOWN
Evidence offered for the claim
  • Cooler nasal temperatures (typical in cold weather) allow rhinoviruses to replicate more efficiently and weaken local interferon and innate antiviral responses (Foxman et al., PNAS 2015).
  • A 2022 study found breathing cold air (~4°C) sharply reduced nasal extracellular vesicles that trap and kill viruses, impairing upper-airway defenses.
  • Respiratory viruses remain infectious longer in cold, dry air, and winter crowding indoors increases transmission.
  • Seasonal vitamin D decline and drier mucous membranes are additional plausible cofactors that raise infection risk.
Evidence against the claim
  • Infectious illnesses require a pathogen; cold exposure alone does not create viruses or bacteria.
  • Classic challenge studies (Common Cold Unit and similar) generally found that chilling people did not raise infection rates when virus exposure was controlled.
  • Effects are mostly local to the nose, not systemic weakening of the whole immune system in healthy people.
  • Major medical sites have long labeled “you catch a cold just from being cold” a myth, stressing viruses, hygiene, and vaccination as the real drivers.
  • The same viruses circulate in warm seasons and climates; temperature is a contributing factor, not the cause.
How sure this lab was

78/100 — the lab’s own confidence in the score above, not a second reading of the claim.

Sources

CDCgov · 96 · PNASjournal · 92 · Mayo Clinicother · 88

Station 2 · The Masters

Primary Master · drawn at random

grok-4.6

95% TRUTH

The claim is substantially true. Peer-reviewed work (Foxman et al. PNAS 2015; the 2022/23 JACI extracellular-vesicle study) shows that cold air cools the nose, blunts local interferon responses, and cuts antiviral vesicles, while dry air, crowding, and virus stability further raise infection risk. That is a real weakening of (local) immunity that makes sickness more likely when pathogens are present. The wording is a little broader than the data—effects are mainly nasal, not a full-body shutdown, and a virus is still required—but the scale treats a small caveat as 3–5, not 12. I weighted primary journals and CDC/NHS highest, accepted reputable medical summaries, and discounted commercial/wellness and second-hand weather outlets. Three evaluators scored 4–5 and two scored 14–18; the lower band matches the published scale.

All five agreed on the core mechanisms (cooler nasal tissue, weaker interferon/EVs, drier mucosa, longer virus survival, indoor crowding) and that a pathogen is still required. They disagreed on scoring: three treated the popular phrasing as close enough to count as true; two treated “immune system” as too imprecise and the older “myth” framing as reason to call it fishy.

SUPER FRESH — VERIFIED AGAINST FOXMAN ET AL., PNAS 2015; JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY 2022/23; CDC; HARVARD HEALTH

Blind Validation Master · never saw the Primary’s work

sonar-pro

94% TRUTH

All five reports agree that cold weather is associated with increased respiratory infections and that cold air can measurably impair *local* immune defenses in the nose and upper airway, especially via reduced interferon responses, fewer antiviral extracellular vesicles, drier mucosa, and vasoconstriction that lowers local immune cell delivery. They also converge that winter conditions (cold, low humidity, indoor crowding) enhance viral survival and transmission and that these mechanisms plausibly make infection *more likely* when pathogens are present. However, the statement as written is broader and less precise than the evidence supports. First, “cold weather weakens your immune system” suggests a generalized, systemic immunosuppression throughout the body, which multiple reports explicitly flag as not supported: the strongest data concern local nasal/airway innate immunity, while a sports‑medicine review and classic human‑challenge studies find no robust evidence that ordinary cold exposure significantly depresses overall immune function or clearly increases infection incidence by itself. Second, the claim can be read as implying that cold weather alone directly causes sickness, whereas all reports stress that infection strictly requires exposure to a pathogen; cold and dry conditions plus behavior (indoor crowding, poor ventilation) and seasonality of viruses are key drivers. Third, major medical and public‑health sources have long labeled the folk version of this claim (“being cold gives you a cold”) as a myth, and some of that skepticism reflects the gap between the nuanced modern mechanistic evidence (local nasal immune changes) and the statement’s simple, global formulation. Taken together, the core idea—cold air and winter conditions can weaken *parts* of the immune barrier and thereby increase illness risk—is substantially true, but the wording overgeneralizes to the entire immune system and understates the essential role of pathogens and transmission dynamics. That places it just outside the “super fresh truth” band and into very low‑end Fishy Baloney: basically correct in spirit, but missing important qualifiers and potentially misleading if taken literally as systemic immune failure from cold weather alone.

AGREEMENT TEST PASSED — MASTERS SCORED 95% AND 94% · BLIND VALIDATION CONFIRMED THIS SCORE · NO RE-EVALUATION REQUIRED

How the number was reached · scoring model v2 · how our models work

  • Median of 5 counted lab scores: 5, 5, 4, 18, 14 → 5.

The Evidence

Evidence for the claim

  • Cooler nose, better virus replication Rhinoviruses replicate more efficiently at typical cold-weather nasal temperatures because interferon and other innate antiviral responses of airway cells are blunted (Foxman et al., PNAS 2015).
  • Cold air cuts nasal antiviral vesicles A ~5°C drop in nasal tissue temperature reduced extracellular vesicles that trap and kill viruses by roughly 40–50 percent (Journal of Allergy and Clinical Immunology, 2022/2023).
  • Viruses last longer; people crowd indoors Cold, dry air keeps respiratory viruses infectious longer in aerosols, and winter indoor crowding plus low humidity further raise transmission (CDC, Lowen et al., Kudo et al.).
  • Barriers and blood flow drop Cold dries mucous membranes, slows mucociliary clearance, and can cause vasoconstriction that reduces delivery of immune cells to the airway lining.

Evidence offered against the claim

  • A pathogen is still required Cold exposure alone does not create viruses or bacteria; infection cannot occur without exposure to an infectious agent.
  • Not a whole-body immune shutdown The best-supported effects are localized to the upper airway, not systemic suppression of T-cells, B-cells, or the entire immune system in healthy people.
  • Classic challenge studies were mixed Controlled experiments that chilled volunteers then inoculated them with rhinovirus often found no clear rise in infection rates (Douglas et al., NEJM 1968; UK Common Cold Unit).
  • Winter peaks have many causes Indoor crowding, school calendars, vitamin D decline, and virus survival in dry air all contribute; temperature is one factor among several.

Sources · Reliability · Why Accepted or Discounted

SourceTypeReliabilityRuling
CDCgov95ACCEPTED — Official surveillance and guidance on seasonality and viral causes of colds.
PNASjournal92ACCEPTED — Peer-reviewed primary studies on nasal temperature, interferon, and humidity.
Journal of Allergy and Clinical Immunologyjournal92ACCEPTED — Primary 2022/23 study on cold-impaired nasal extracellular vesicles.
Mayo Clinicother90ACCEPTED — Reputable clinical summaries consistent with the mechanistic evidence.
Yale University / Foxman labedu92ACCEPTED — Source of the 2015 rhinovirus-temperature work.
Harvard Health / Mass Eye and Earedu88ACCEPTED — Careful summaries of local airway effects without overclaiming systemic collapse.
New England Journal of Medicinejournal88ACCEPTED — Classic human-challenge study used as evidence against a large effect.
PLoS Pathogensjournal90ACCEPTED — Animal work on temperature, humidity, and influenza transmission.
NIHgov92ACCEPTED — Hosted reviews of temperature-dependent tropism and older chilling experiments.
UK NHSgov88ACCEPTED — Standard clinical view that viruses, not temperature alone, cause colds.
Cleveland Clinicedu92ACCEPTED — Describes mucus-barrier and local immune effects of cold, wet conditions.
Medicine & Science in Sports & Exercisejournal94ACCEPTED — Review finding no robust overall immune depression from moderate cold exposure.
Family Practice (Johnson & Eccles 2005)journal78ACCEPTED — Randomized feet-chilling trial; symptom-based so weaker than lab-confirmed infection.
PBS NewsHournews90ACCEPTED — Responsible reporting of the nasal-vesicle study.
CNNnews85ACCEPTED — Reported the JACI findings without inventing extra claims.
Age UKother80ACCEPTED — Charity health advice aligned with medical sources on winter risk.
Bupaother82ACCEPTED — Mainstream insurer summary, not contradictory to the primary literature.
Healthlinenews80DISCOUNTED — Secondary aggregator; useful but not primary and sometimes oversimplified.
AccuWeathernews75DISCOUNTED — Weather outlet repeating a study second-hand.
GoHealth Urgent Careother75DISCOUNTED — Commercial clinic content of lower evidentiary weight.

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The Verdict

“Cold weather weakens your immune system and makes you more likely to get sick.”95% Super Fresh Truth — Ready to Eat!Verified blind by 5 frontier AIs · Baloney Inspection Report: baloney.ai/baloney/cold-weather-weakens-your-immune-system-and-makes-you-more

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