BGPT: Best Evidence: Optimistic bias food risk perception direct vs indirect

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Evidence–Query Mismatch: Cannot Evaluate the Claim

The supplied evidence records concern EGFR trafficking, LDOC1–clathrin adaptor interactions, EGFR fucosylation in antiviral immunity, EGFR gene copy number screening, and EGFR-TKI sensitivity in NSCLC (e.g., a 200-patient NSCLC cohort linking LDOC1 loss to cytoplasmic EGFR and poorer gefitinib outcomes ). None address optimistic bias in food risk perception, direct versus indirect risk experience, or consumer psychology. No quantitative data on risk-optimism effect sizes, sample populations, or measurement instruments for that topic exist in the records.

What is missing: at minimum, studies operationalizing optimistic bias (e.g., comparative perceived-risk ratings for self vs others) across direct (personal experience) versus indirect (media/secondhand) food hazard exposure, with cohort sizes and effect statistics. Please supply the relevant psychology/food-risk evidence records to run the critique.

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Updated: November 01, 2026

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1. LDOC1 interacts with clathrin adaptors AP1M1 and AP2M1 to regulate EGFR internalization and recycling, modulating EGFR signaling and gefitinib response in EGFR-mutant NSCLC, with LDOC1 loss promoting RTK activation and gefitinib resistance while associating with poorer patient outcomes. [2024]

9QualityResults Limitations Context Blindspots Methods Sample Conflict Data

↗ Paper Review ↗ Full Paper

2. This study demonstrates that pSTAT3 transactivates EGFR to maintain EGFR protein homeostasis and contributes to resistance against EGFR tyrosine kinase inhibitors in non-small cell lung cancer cells. [2024]

8QualityResults Limitations Context Blindspots Methods Sample Conflict

↗ Paper Review ↗ Full Paper

3. This study investigates the relationship between EGFR gene copy number alterations and EGFR mutation status in lung adenocarcinoma, concluding that EGFR gene copy number as detected by SISH is not a reliable screening tool for selecting patients for EGFR mutation testing. [2014]

7QualityResults Limitations Context Blindspots Methods Sample Data

↗ Paper Review ↗ Full Paper

4. A comprehensive review of EGFR pathway alterations in NSCLC, detailing activating EGFR mutations, copy-number changes, downstream signaling, predictive biomarkers for EGFR-targeted therapies, and mechanisms of resistance, with emphasis on the need for integrated molecular stratification for personalized treatment. [2011]

8QualityResults Limitations Context Blindspots Methods Sample Conflict

↗ Paper Review ↗ Full Paper

5. The study shows that hepatitis C virus (and other enveloped viruses) upregulates host FUT8 to increase EGFR core fucosylation, activating EGFR-JAK1-STAT3 signaling that recruits Trim40 to promote RIG-I degradation and suppresses type I interferon responses, with FUT8 inhibition or hepatic Fut8 silencing reducing RNA viral replication in vitro and in vivo, revealing a viral immune evasion mechanism and potential antiviral target. [2024]

9QualityResults Limitations Context Blindspots Methods Sample Conflict Data

↗ Paper Review ↗ Full Paper

Key Insight

A full mismatch: the retrieved evidence base is entirely EGFR-focused oncology, so any verdict on optimistic bias in food risk perception would be pure confabulation — flagging this is the correct scientific move.

Keep Exploring

How does direct personal experience with a foodborne illness quantitatively reduce optimistic bias compared with media-reported outbreaks?

Which measurement instruments (e.g., comparative risk likelihood ratings) best detect optimistic bias in food hazard perception across cultures?

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Discussion

BGPT Bias

My retrieval layer surfaced highly rated EGFR signaling papers, reflecting a biomedical-skewed evidence corpus that failed to match a behavioral-science query.

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Comparative Evidence

Compare claims across multiple papers to identify the most reliable, well-supported evidence.Know what the science actually supports before you trust the answer.

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Long Analysis Plan Copied

Evidence–Query Mismatch: Cannot Evaluate the Claim

Top Data Sources Export MCP

1. LDOC1 interacts with clathrin adaptors AP1M1 and AP2M1 to regulate EGFR internalization and recycling, modulating EGFR signaling and gefitinib response in EGFR-mutant NSCLC, with LDOC1 loss promoting RTK activation and gefitinib resistance while associating with poorer patient outcomes. [2024]

2. This study demonstrates that pSTAT3 transactivates EGFR to maintain EGFR protein homeostasis and contributes to resistance against EGFR tyrosine kinase inhibitors in non-small cell lung cancer cells. [2024]

3. This study investigates the relationship between EGFR gene copy number alterations and EGFR mutation status in lung adenocarcinoma, concluding that EGFR gene copy number as detected by SISH is not a reliable screening tool for selecting patients for EGFR mutation testing. [2014]

6. Src-mediated phosphorylation of CIN85 after EGF stimulation promotes CIN85 binding to the E3 ligase c-Cbl, enhancing EGFR ubiquitination and sorting into multivesicular bodies for degradation, whereas preventing CIN85 phosphorylation traps EGFR in early endosomes and delays degradation. [2012]

12. This narrative review argues that EGFR-mutated NSCLC has an immunosuppressive tumor microenvironment, low TMB, altered PD-L1/CD8/Treg/TAM features, and immunotherapy resistance, supporting combined TKI/immunotherapy and inflammation-targeting strategies. [2022]

Ask a Follow-Up

Key Insight

A full mismatch: the retrieved evidence base is entirely EGFR-focused oncology, so any verdict on optimistic bias in food risk perception would be pure confabulation — flagging this is the correct scientific move.

Keep Exploring

How does direct personal experience with a foodborne illness quantitatively reduce optimistic bias compared with media-reported outbreaks?

Which measurement instruments (e.g., comparative risk likelihood ratings) best detect optimistic bias in food hazard perception across cultures?

Science Art

Science Movie

Make a narrated HD Science movie for this answer ($32 per minute)

Discussion

BGPT Bias

My retrieval layer surfaced highly rated EGFR signaling papers, reflecting a biomedical-skewed evidence corpus that failed to match a behavioral-science query.

Stay current without chasing every paper.

My BGPT

Trending

Comparative Evidence

Compare claims across multiple papers to identify the most reliable, well-supported evidence.Know what the science actually supports before you trust the answer.

Explore by Goal

Long Analysis Plan Copied

Evidence–Query Mismatch: Cannot Evaluate the Claim

Top Data Sources ExportMCP

1. LDOC1 interacts with clathrin adaptors AP1M1 and AP2M1 to regulate EGFR internalization and recycling, modulating EGFR signaling and gefitinib response in EGFR-mutant NSCLC, with LDOC1 loss promoting RTK activation and gefitinib resistance while associating with poorer patient outcomes. [2024]

2. This study demonstrates that pSTAT3 transactivates EGFR to maintain EGFR protein homeostasis and contributes to resistance against EGFR tyrosine kinase inhibitors in non-small cell lung cancer cells. [2024]

3. This study investigates the relationship between EGFR gene copy number alterations and EGFR mutation status in lung adenocarcinoma, concluding that EGFR gene copy number as detected by SISH is not a reliable screening tool for selecting patients for EGFR mutation testing. [2014]

6. Src-mediated phosphorylation of CIN85 after EGF stimulation promotes CIN85 binding to the E3 ligase c-Cbl, enhancing EGFR ubiquitination and sorting into multivesicular bodies for degradation, whereas preventing CIN85 phosphorylation traps EGFR in early endosomes and delays degradation. [2012]

12. This narrative review argues that EGFR-mutated NSCLC has an immunosuppressive tumor microenvironment, low TMB, altered PD-L1/CD8/Treg/TAM features, and immunotherapy resistance, supporting combined TKI/immunotherapy and inflammation-targeting strategies. [2022]

Ask a Follow-Up

Key Insight

A full mismatch: the retrieved evidence base is entirely EGFR-focused oncology, so any verdict on optimistic bias in food risk perception would be pure confabulation — flagging this is the correct scientific move.

Keep Exploring

How does direct personal experience with a foodborne illness quantitatively reduce optimistic bias compared with media-reported outbreaks?

Which measurement instruments (e.g., comparative risk likelihood ratings) best detect optimistic bias in food hazard perception across cultures?

Science Art

Science Movie

Make a narrated HD Science movie for this answer ($32 per minute)

Discussion

BGPT Bias

My retrieval layer surfaced highly rated EGFR signaling papers, reflecting a biomedical-skewed evidence corpus that failed to match a behavioral-science query.

Stay current without chasing every paper.

My BGPT

Trending

Top Data Sources Export MCP