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pmid:40672515

Interactions Among Tumor Subtype, PPARγ Expression, and Adipose Proliferation Shape Outcomes in Breast Cancer.

medRxiv : the preprint server for health sciences · 2025 doi:10.1101/2025.07.08.25331111

Paper

partial

Experiment

partial

Data

partial

Analysis

absent

Execution

absent

Execution evidence has not yet been added to this .science file. Explore its methods, data and open questions to plan the next step.
Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
id
pmid:40672515
kind
science-record
content_hash
sha256:ad94db7dd90a1124d4b7fd14dc753cf71f1ffbc4e2c5cd0f3c16e3401b8ad3aa
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T10:25:51Z
updated_at
2026-11-01T10:25:51Z
generator object · 3 fields
name
corpus-assay-engine
converter
sep_to_sci_v1
source_package_schema
urn:bntrg:sep:1.0.0
paper object · 10 fields
state
partial
title
Interactions Among Tumor Subtype, PPARγ Expression, and Adipose Proliferation Shape Outcomes in Breast Cancer.
doi
10.1101/2025.07.08.25331111
pmid
40672515
authors
null
journal
medRxiv : the preprint server for health sciences
year
2025
abstract
null
claims array · 1 item
[0] object · 6 fields
id
claim-1
statement
the headline numerical result the paper states for its main finding
kind
quantitative
state
complete
target object · 4 fields
value
6.903
unit
fpkm
tolerance
null
source
chars 801-999 of source sha256 fdbf17b9222dd0fcb1d0cf4c6ba80874ac0dcb89b64b62dbae22e2021fbc3f9e
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:40672515
locator
chars 801-999 of source sha256 fdbf17b9222dd0fcb1d0cf4c6ba80874ac0dcb89b64b62dbae22e2021fbc3f9e
quote
Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.
gaps array · 2 items
[0]
abstract
[1]
authors
experiment object · 8 fields
state
partial
objective
the headline numerical result the paper states for its main finding
steps array · 3 items
[0] object · 13 fields
id
read_published_estimate
order
1
name
Read the published estimate and its interval from the source
kind
other
state
complete
blocked_on
null
description
The number a replication must land on, and the sentence it came from.
parameters object · 0 fields
inputs array · 1 item
[0]
source:pmid:40672515
outputs array · 1 item
[0]
the published estimate, its unit and its interval
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
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obtain_source_data
order
2
name
Obtain the source data behind the published result
kind
data-preparation
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blocked
blocked_on
data:not_downloaded
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The published result cannot be recomputed without the data the paper analysed.
parameters object · 0 fields
inputs array · 0 items
outputs array · 1 item
[0]
the source data with its provenance
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
id
run_analysis
order
3
name
Run the analysis programme
kind
analysis
state
blocked
blocked_on
no owned computational capability is bound to this experiment
description
Re-run the paper's analysis on the source data and produce the registered result. | SEP input not carried into the asset list: materials:the source data behind the published result in pmid:40672515
parameters object · 0 fields
inputs array · 0 items
outputs array · 1 item
[0]
the registered result
instruments array · 0 items
reagents array · 0 items
materials array · 0 items
instruments array · 0 items
reagents array · 0 items
conditions object · 0 fields
gaps array · 3 items
[0]
step:obtain_source_data blocked on data:not_downloaded
[1]
step:run_analysis blocked on no owned computational capability is bound to this experiment
[2]
step:run_analysis input 'materials:the source data behind the published result in pmid:40672515' does not resolve to a declared asset
data object · 3 fields
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partial
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[0] object · 15 fields
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source:pmid:40672515
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xml
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application/xml
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https://doi.org/10.1101/2025.07.08.25331111
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identifier
10.1101/2025.07.08.25331111
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null
note
Source read by the package builder: full_text.
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full_text
gaps array · 1 item
[0]
asset:source:pmid:40672515 not verified
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[0]
method
[1]
targets
capability object · 3 fields
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absent
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gaps array · 1 item
[0]
capability
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partial
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null
blocked_on
null
axes object · 0 fields
can_run object · 3 fields
dsl_operations array · 0 items
assets array · 1 item
[0]
source:pmid:40672515
steps array · 1 item
[0]
read_published_estimate
must_build object · 5 fields
dsl_operations array · 0 items
converters array · 0 items
readers array · 1 item
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xml
capabilities array · 0 items
data_gaps array · 1 item
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source:pmid:40672515
gaps array · 1 item
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corpus_record_absent
review object · 5 fields
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partial
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passed
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provider
minimax
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MiniMax-M3.1-Flash
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full-text-reading-v1
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provider
minimax_alt
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MiniMax-M3
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full-text-reading-v1
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fdbf17b9222dd0fcb1d0cf4c6ba80874ac0dcb89b64b62dbae22e2021fbc3f9e
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provider
minimax
model
MiniMax-M3.1-Flash
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a22250eabe105788b65812067d58d2452e50f1c9fc79528072759baf537cc6a2
source_hash
fdbf17b9222dd0fcb1d0cf4c6ba80874ac0dcb89b64b62dbae22e2021fbc3f9e
raw_response
{"parent_value":6.903,"unit":"FPKM","evidence":"Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.","target_result":"High PPARγ expression was associated with improved overall and disease-specific survival, particularly in premenopausal patients.","number_stated":true}
reading object · 6 fields
parent_value
6.903
unit
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evidence
Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.
target_result
High PPARγ expression was associated with improved overall and disease-specific survival, particularly in premenopausal patients.
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true
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chars 801-999 of source sha256 fdbf17b9222dd0fcb1d0cf4c6ba80874ac0dcb89b64b62dbae22e2021fbc3f9e
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[1] object · 8 fields
provider
minimax_alt
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MiniMax-M3
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599995a6a4e436e2be186c616e36f561d294c3c46e225eb1da59e5d9bab95e55
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fdbf17b9222dd0fcb1d0cf4c6ba80874ac0dcb89b64b62dbae22e2021fbc3f9e
raw_response
<think>We need answer JSON object only. Need identify single numerical result replication registered target headline main finding. Source has many numbers. Main finding likely high PPARγ expression cutoff ≥6.903 FPKM associated improved survival. Asked headline number only, value paper states for registered target. Need determine exact quote contiguous clause attaching number to target. Likely abstract: "Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients." Number 6.903 FPKM. Evidence must exact contiguous quotation contains number, don't shorten; attribution via wording. Should quote whole clause perhaps exact sentence. parent_value 6.903, unit FPKM, target_result perhaps concise "High PPARγ expression (≥6.903 FPKM) was significantly associated with improved overall and disease-specific survival, particularly in premenopausal patients." Evidence exact full sentence. Could headline numerical result alternatively cohort sample size 1094? Registered target "headline numerical result the paper states for its main finding". They want number replication has to reproduce, likely threshold 6.903 FPKM. Need ensure target_result perhaps state headline. JSON escaping gamma unicode okay. Evidence exact contiguous. They say report headline number only: value paper itself states. target_result likely describe. Need no prose outside JSON. Use >=? Unit paper prints FPKM. Evidence exact quotation, don't shorten it. We can quote sentence exactly. parent_value numerical 6.903. number true. Could the headline number be 0.705 vs 0.776 for postmenopausal lower visceral SUVmean, another main finding? Title interactions and abstract reports both key results. But "single numerical result that a replication of the registered target has to reproduce", registered target headline numerical result paper states for main finding. Main finding probably cutoff of PPARγ expression? Abstract main sentence first numerical result 6.903 FPKM. They may expect 6.903 FPKM. Let's inspect wording. "Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated..." Thus value tied to main prognostic finding. The other imaging result lower visceral SUVmean (0.705 vs 0.776) perhaps second finding but no unit printed (SUVmean likely numeric metric), title broad. "headline numerical result" likely threshold. Need exact evidence no ellipsis. Full sentence exact: "Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients." Target_result could repeat. JSON valid. Ensure unit just FPKM, not ≥ FPKM because unit printed FPKM. Could "≥6.903 FPKM" parent value 6.903. Good. Let's formulate.</think> {"parent_value":6.903,"unit":"FPKM","evidence":"Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.","target_result":"High PPARγ expression (≥6.903 FPKM) was significantly associated with improved overall and disease-specific survival, particularly in premenopausal patients.","number_stated":true}
reading object · 6 fields
parent_value
6.903
unit
FPKM
evidence
Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.
target_result
High PPARγ expression (≥6.903 FPKM) was significantly associated with improved overall and disease-specific survival, particularly in premenopausal patients.
number_stated
true
source_locator
chars 801-999 of source sha256 fdbf17b9222dd0fcb1d0cf4c6ba80874ac0dcb89b64b62dbae22e2021fbc3f9e
recorded_at
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agreement
true
disagreements object · 2 fields
target_result object · 3 fields
minimax
In 1094 primary breast cancer patients from the TCGA-BRCA cohort, high PPARγ expression (≥6.903 FPKM) was significantly associated with improved overall and disease-specific survival, particularly in premenopausal patients.
minimax_alt
Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.
decisive
false
analysis_methods object · 3 fields
minimax array · 3 items
[0]
Kaplan-Meier analysis
[1]
Stratification by PPARγ expression, menopausal status, and tumor receptor subtype
[2]
RNA-seq expression analysis
minimax_alt array · 2 items
[0]
Kaplan-Meier analysis
[1]
Median-based stratification of PPARγ expression
decisive
false
agreement_basis object · 2 fields
policy
decisive_fields
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[0]
work_type
[1]
number_stated
[2]
parent_value
[3]
unit
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true
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null
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null
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null
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target_materials
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null
evidence
null
[1] object · 4 fields
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independent_readings
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passed
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The independent readings are incomplete or disagree; the source evidence must resolve the difference.
evidence object · 1 field
provider_errors array · 0 items
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source_resolution
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pending
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null
evidence
null
[3] object · 4 fields
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protocol_reconstruction
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pending
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null
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null
[4] object · 4 fields
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control_execution
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null
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null
[5] object · 4 fields
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control_comparison
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pending
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null
evidence
null
[6] object · 4 fields
key
publication
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pending
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null
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null
gaps array · 2 items
[0]
review.human_critique
[1]
review.machine_critique.passed
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provenance object · 7 fields
entities array · 1 item
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id
package:bcca3dea98d3d4b11643211f4072a7263903fb5e8e3e134f12c351768ed29fa7
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sep_package
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SEP v1 package for pmid:40672515
activities array · 1 item
[0] object · 4 fields
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activity:conversion:pmid:40672515
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used array · 1 item
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package:bcca3dea98d3d4b11643211f4072a7263903fb5e8e3e134f12c351768ed29fa7
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[1] object · 3 fields
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agent:minimax_alt
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model
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minimax_alt
[2] object · 3 fields
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agent:corpus-assay-engine
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source_run_id
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dsl_catalogue_fingerprint
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capability_table_fingerprint
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lineage object · 4 fields
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gaps array · 13 items
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[1]
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step:obtain_source_data blocked on data:not_downloaded
[10]
step:run_analysis blocked on no owned computational capability is bound to this experiment
[11]
step:run_analysis input 'materials:the source data behind the published result in pmid:40672515' does not resolve to a declared asset
[12]
targets
Complete file
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"sha256:c2c007845f223793aec6508e08676fb58a6d8d643b233f435c2427da7435f774", "raw_response_chars": 3272}, {"provider": "minimax_alt", "model": "MiniMax-M3", "prompt_version": "full-text-reading-v1", "prompt_hash": "796692e85a3d986d456fedaeab394e45e97b295352bc3ea5c9e65e6f2e77547a", "source_hash": "fdbf17b9222dd0fcb1d0cf4c6ba80874ac0dcb89b64b62dbae22e2021fbc3f9e", "raw_response_sha256": "sha256:5053b579407e535a154308eb54ae5bf5468b7f35954247d9009efd2ca6ca32a0", "raw_response_chars": 47419}], "target_providers": [{"provider": "minimax", "model": "MiniMax-M3.1-Flash", "prompt_version": "replication-target-v2", "prompt_hash": "a22250eabe105788b65812067d58d2452e50f1c9fc79528072759baf537cc6a2", "source_hash": "fdbf17b9222dd0fcb1d0cf4c6ba80874ac0dcb89b64b62dbae22e2021fbc3f9e", "raw_response": "{\"parent_value\":6.903,\"unit\":\"FPKM\",\"evidence\":\"Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.\",\"target_result\":\"High PPARγ expression was associated with improved overall and disease-specific survival, particularly in premenopausal patients.\",\"number_stated\":true}", "reading": {"parent_value": 6.903, "unit": "FPKM", "evidence": "Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.", "target_result": "High PPARγ expression was associated with improved overall and disease-specific survival, particularly in premenopausal patients.", "number_stated": true, "source_locator": "chars 801-999 of source sha256 fdbf17b9222dd0fcb1d0cf4c6ba80874ac0dcb89b64b62dbae22e2021fbc3f9e"}, "recorded_at": "2026-10-31T15:21:09.452766+00:00"}, {"provider": "minimax_alt", "model": "MiniMax-M3", "prompt_version": "replication-target-v2", "prompt_hash": "599995a6a4e436e2be186c616e36f561d294c3c46e225eb1da59e5d9bab95e55", "source_hash": "fdbf17b9222dd0fcb1d0cf4c6ba80874ac0dcb89b64b62dbae22e2021fbc3f9e", "raw_response": "<think>We need answer JSON object only. Need identify single numerical result replication registered target headline main finding. Source has many numbers. Main finding likely high PPARγ expression cutoff ≥6.903 FPKM associated improved survival. Asked headline number only, value paper states for registered target. Need determine exact quote contiguous clause attaching number to target. Likely abstract: \"Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.\" Number 6.903 FPKM. Evidence must exact contiguous quotation contains number, don't shorten; attribution via wording. Should quote whole clause perhaps exact sentence. parent_value 6.903, unit FPKM, target_result perhaps concise \"High PPARγ expression (≥6.903 FPKM) was significantly associated with improved overall and disease-specific survival, particularly in premenopausal patients.\" Evidence exact full sentence. Could headline numerical result alternatively cohort sample size 1094? Registered target \"headline numerical result the paper states for its main finding\". They want number replication has to reproduce, likely threshold 6.903 FPKM. Need ensure target_result perhaps state headline. JSON escaping gamma unicode okay. Evidence exact contiguous. They say report headline number only: value paper itself states. target_result likely describe. Need no prose outside JSON. Use >=? Unit paper prints FPKM. Evidence exact quotation, don't shorten it. We can quote sentence exactly. parent_value numerical 6.903. number true.\n\nCould the headline number be 0.705 vs 0.776 for postmenopausal lower visceral SUVmean, another main finding? Title interactions and abstract reports both key results. But \"single numerical result that a replication of the registered target has to reproduce\", registered target headline numerical result paper states for main finding. Main finding probably cutoff of PPARγ expression? Abstract main sentence first numerical result 6.903 FPKM. They may expect 6.903 FPKM. Let's inspect wording. \"Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated...\" Thus value tied to main prognostic finding. The other imaging result lower visceral SUVmean (0.705 vs 0.776) perhaps second finding but no unit printed (SUVmean likely numeric metric), title broad. \"headline numerical result\" likely threshold.\n\nNeed exact evidence no ellipsis. Full sentence exact:\n\"Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.\"\nTarget_result could repeat. JSON valid. Ensure unit just FPKM, not ≥ FPKM because unit printed FPKM. Could \"≥6.903 FPKM\" parent value 6.903. Good.\n\nLet's formulate.</think>\n\n{\"parent_value\":6.903,\"unit\":\"FPKM\",\"evidence\":\"Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.\",\"target_result\":\"High PPARγ expression (≥6.903 FPKM) was significantly associated with improved overall and disease-specific survival, particularly in premenopausal patients.\",\"number_stated\":true}", "reading": {"parent_value": 6.903, "unit": "FPKM", "evidence": "Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.", "target_result": "High PPARγ expression (≥6.903 FPKM) was significantly associated with improved overall and disease-specific survival, particularly in premenopausal patients.", "number_stated": true, "source_locator": "chars 801-999 of source sha256 fdbf17b9222dd0fcb1d0cf4c6ba80874ac0dcb89b64b62dbae22e2021fbc3f9e"}, "recorded_at": "2026-10-31T15:21:13.346870+00:00"}], "agreement": true, "disagreements": {"target_result": {"minimax": "In 1094 primary breast cancer patients from the TCGA-BRCA cohort, high PPARγ expression (≥6.903 FPKM) was significantly associated with improved overall and disease-specific survival, particularly in premenopausal patients.", "minimax_alt": "Kaplan-Meier analysis revealed that high PPARγ expression (≥6.903 FPKM) was significantly associated with both improved overall and disease-specific survival, particularly in premenopausal patients.", "decisive": false}, "analysis_methods": {"minimax": ["Kaplan-Meier analysis", "Stratification by PPARγ expression, menopausal status, and tumor receptor subtype", "RNA-seq expression analysis"], "minimax_alt": ["Kaplan-Meier analysis", "Median-based stratification of PPARγ expression"], "decisive": false}}, "agreement_basis": {"policy": "decisive_fields", "decisive_fields": ["work_type", "number_stated", "parent_value", "unit"]}, "blinded": true}, "human_critique": {"status": "not_run", "reviewer": null, "signed_at": null, "conflict_checked": false, "commentary": null}, "stages": [{"key": "target_materials", "status": "pending", "reason": null, "evidence": null}, {"key": "independent_readings", "status": "passed", "reason": "The independent readings are incomplete or disagree; the source evidence must resolve the difference.", "evidence": {"provider_errors": []}}, {"key": "source_resolution", "status": "pending", "reason": null, "evidence": null}, {"key": "protocol_reconstruction", "status": "pending", "reason": null, "evidence": null}, {"key": "control_execution", "status": "pending", "reason": null, "evidence": null}, {"key": "control_comparison", "status": "pending", "reason": null, "evidence": null}, {"key": "publication", "status": "pending", "reason": null, "evidence": null}], "gaps": ["review.human_critique", "review.machine_critique.passed"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "package:bcca3dea98d3d4b11643211f4072a7263903fb5e8e3e134f12c351768ed29fa7", "type": "sep_package", "label": "SEP v1 package for pmid:40672515"}], "activities": [{"id": "activity:conversion:pmid:40672515", "type": "conversion", "used": ["package:bcca3dea98d3d4b11643211f4072a7263903fb5e8e3e134f12c351768ed29fa7"], "agent": "agent:corpus-assay-engine"}], "agents": [{"id": "agent:minimax", "type": "model", "label": "minimax"}, {"id": "agent:minimax_alt", "type": "model", "label": "minimax_alt"}, {"id": "agent:corpus-assay-engine", "type": "software", "label": "Corpus assay engine"}], "source_run_id": "run-20261023T122449232913", "dsl_catalogue_fingerprint": "343fb30756ba6ec3", "capability_table_fingerprint": "2cb3e42f047d2ecf", "snapshot_id": "ba34b49490d9bfaf"}, "lineage": {"parent_id": "403581d6-9919-4157-9087-f2b1fc043e07", "parent_hash": "bcca3dea98d3d4b11643211f4072a7263903fb5e8e3e134f12c351768ed29fa7", "fork_of": null, "generation": 1}, "gaps": ["abstract", "asset:source:pmid:40672515 not verified", "authors", "capability", "corpus_record_absent", "execution.not_run", "method", "review.human_critique", "review.machine_critique.passed", "step:obtain_source_data blocked on data:not_downloaded", "step:run_analysis blocked on no owned computational capability is bound to this experiment", "step:run_analysis input 'materials:the source data behind the published result in pmid:40672515' does not resolve to a declared asset", "targets"]}