STAT⁠42%

HIV/AIDS advocates fear federal funding cuts will undermine prevention ⁠94%

By Chelsea Cirruzzo⁠81%

7/21/2026, 2:24:32 PM

BS Summary: This article contains 12 faulty reasoning types, including Pessimism Bias, Slippery Slope, and Indoctrination, with Loss Aversion as the most egregious example at 51.2% saturation with 42 hits. Analysis detected 269 faulty-reasoning hits from 82 analyzed words, generating a BS Score of 89.8% and a BS Rank of ⁠94% (1,315 of 20,408 articles). This article is worse (more manipulative) than 93.60% of the article peer group.

WASHINGTON — Community-based groups that provide HIV testing and prevention tools are pushing federal health officials to renew a crucial funding program that recently lapsed. 
If the funding isn’t renewed, expanded access to HIV preventive care would be in jeopardy, and some groups may be forced to close, Jeremiah Johnson, executive director of advocacy group PrEP4All told STAT. 
“We’ve heard from some CBOs [community-based organizations] that they won’t survive the cuts,” he said. 
Article reasoning-pattern comparisonThis article: 18.3%Chelsea Cirruzzo: 3.6%STAT: 3.3%Confirmation Bias18.3%This article: 0.0%Chelsea Cirruzzo: 0.3%STAT: 1.3%Anchoring Bias0.0%This article: 30.5%Chelsea Cirruzzo: 5.6%STAT: 3.8%Availability Heuristic30.5%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 1.0%Representativeness Heuristic0.0%This article: 0.0%Chelsea Cirruzzo: 0.5%STAT: 0.4%Hindsight Bias0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 1.3%Overconfidence Bias0.0%This article: 30.5%Chelsea Cirruzzo: 24.5%STAT: 8.1%Framing Effect30.5%This article: 51.2%Chelsea Cirruzzo: 3.3%STAT: 0.7%Loss Aversion51.2%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.9%Status Quo Bias0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.2%Sunk Cost Effect0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 3.4%Optimism Bias0.0%This article: 40.2%Chelsea Cirruzzo: 1.5%STAT: 1.5%Pessimism Bias40.2%This article: 11.0%Chelsea Cirruzzo: 9.0%STAT: 8.4%Negativity Bias11.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 1.2%Self-Serving Bias0.0%This article: 0.0%Chelsea Cirruzzo: 1.6%STAT: 0.4%Fundamental Attribution Error0.0%This article: 0.0%Chelsea Cirruzzo: 0.6%STAT: 0.1%Actor-Observer Bias0.0%This article: 0.0%Chelsea Cirruzzo: 1.3%STAT: 0.4%In-Group Bias0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.1%Out-Group Homogeneity Bias0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 1.4%Halo Effect0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.1%Horn Effect0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.0%Dunning-Kruger Effect0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 1.5%Recency Bias0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.4%Primacy Effect0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.1%Blind-Spot Bias0.0%This article: 0.0%Chelsea Cirruzzo: 3.1%STAT: 0.3%Ad Hominem0.0%This article: 0.0%Chelsea Cirruzzo: 0.8%STAT: 0.4%Straw Man0.0%This article: 0.0%Chelsea Cirruzzo: 1.0%STAT: 4.8%Appeal to Authority0.0%This article: 0.0%Chelsea Cirruzzo: 3.5%STAT: 1.5%False Dilemma0.0%This article: 40.2%Chelsea Cirruzzo: 1.0%STAT: 1.2%Slippery Slope40.2%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.1%Circular Reasoning0.0%This article: 18.3%Chelsea Cirruzzo: 7.0%STAT: 4.7%Hasty Generalization18.3%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.2%Red Herring0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.4%Bandwagon0.0%This article: 0.0%Chelsea Cirruzzo: 1.9%STAT: 3.6%Appeal to Emotion0.0%This article: 0.0%Chelsea Cirruzzo: 1.4%STAT: 0.9%Begging the Question0.0%This article: 0.0%Chelsea Cirruzzo: 2.2%STAT: 2.3%Post Hoc (False Cause)0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.1%Tu Quoque0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.7%Burden of Proof0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.2%Appeal to Nature0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.3%Composition/Division0.0%This article: 18.3%Chelsea Cirruzzo: 0.9%STAT: 3.4%Anecdotal18.3%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.1%No True Scotsman0.0%This article: 0.0%Chelsea Cirruzzo: 1.7%STAT: 2.1%Ambiguity (Equivocation)0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.0%Gambler’s Fallacy0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.3%Middle Ground0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.1%Personal Incredulity0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.2%Special Pleading0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.1%Genetic Fallacy0.0%This article: 18.3%Chelsea Cirruzzo: 2.1%STAT: 1.5%Unattributed Quote18.3%This article: 0.0%Chelsea Cirruzzo: 1.2%STAT: 0.9%Quote-first Misdirection0.0%This article: 11.0%Chelsea Cirruzzo: 3.8%STAT: 5.9%Biased Writer Voice11.0%This article: 40.2%Chelsea Cirruzzo: 2.6%STAT: 2.1%Indoctrination40.2%This article: 0.0%Chelsea Cirruzzo: 1.6%STAT: 0.8%Politically Left Leaning Bias0.0%This article: 0.0%Chelsea Cirruzzo: 0.0%STAT: 0.2%Politically Right Leaning Bias0.0%This article: 0.0%Chelsea Cirruzzo: 3.8%STAT: 3.4%Attempt to Sell a Product or S…0.0%

82 words analyzed.

Speakers

1speaker59%attributed speech34writer words
Voice mapSelect a segment to jump to its words
Writer's voice • 9 words • 100.0% coverageWriter's voice • 25 words • 0.0% coverageJeremiah Johnson • 33 words • 100.0% coverageJeremiah Johnson • 15 words • 100.0% coverage
Selected voice

Jeremiah Johnson

100%flagged-word coverage
48 attributed words100% of attributed speech100% writer coverage
0%35.0%70.0%Indoctrination+68.8 ptsWriter: 0.0%Jeremiah Johnson: 68.8%68.8%Unattributed Quote+31.3 ptsWriter: 0.0%Jeremiah Johnson: 31.3%31.3%Biased Writer Voice-26.5 ptsWriter: 26.5%Jeremiah Johnson: 0.0%0.0%

Attribution is sentence-level. Pattern percentages are calculated only from words assigned to that voice.

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Analysis

Hover over highlighted words in the article to view the associated bias or fallacy analysis.