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pmid:40821775

Unveiling ammonia-induced cell death: a new frontier in clear cell renal cell carcinoma prognosis.

Frontiers in immunology · 2025 doi:10.3389/fimmu.2025.1636977

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:40821775
kind
science-record
content_hash
sha256:343346d6ab0e1d09a4d4fde7aec5c848a4122c3dab1744926446f6f16ef24466
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T10:25:52Z
updated_at
2026-11-01T10:25:52Z
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
Unveiling ammonia-induced cell death: a new frontier in clear cell renal cell carcinoma prognosis.
doi
10.3389/fimmu.2025.1636977
pmid
40821775
authors
null
journal
Frontiers in immunology
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
-6.8
unit
kcal/mol
tolerance
null
source
chars 1949-2044 of source sha256 e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:40821775
locator
chars 1949-2044 of source sha256 e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878
quote
Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol).
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:40821775
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
id
obtain_source_data
order
2
name
Obtain the source data behind the published result
kind
data-preparation
state
blocked
blocked_on
data:not_downloaded
description
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:40821775
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:40821775' does not resolve to a declared asset
data object · 3 fields
state
partial
assets array · 1 item
[0] object · 15 fields
id
source:pmid:40821775
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.3389/fimmu.2025.1636977
sha256
sha256:e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.3389/fimmu.2025.1636977
version
null
note
Source read by the package builder: full_text.
structure object · 1 field
access_state
full_text
gaps array · 1 item
[0]
asset:source:pmid:40821775 not verified
analysis object · 4 fields
state
absent
methods array · 0 items
targets array · 0 items
gaps array · 2 items
[0]
method
[1]
targets
capability object · 3 fields
state
absent
requirements array · 0 items
gaps array · 1 item
[0]
capability
readiness object · 8 fields
state
partial
tier
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:40821775
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
[0]
xml
capabilities array · 0 items
data_gaps array · 1 item
[0]
source:pmid:40821775
gaps array · 1 item
[0]
corpus_record_absent
review object · 5 fields
state
partial
machine_critique object · 7 fields
status
blocked
providers array · 2 items
[0] object · 7 fields
provider
minimax
model
MiniMax-M3.1-Flash
prompt_version
full-text-reading-v1
prompt_hash
898dc122589048cc3cc8c31c112c0f71b3955a50ffda9b07d25948eab5901a6f
source_hash
e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878
raw_response_sha256
sha256:a2fb9b03c2202071078a13d235b9dcc4a2758f4e61e4a9e21f751d7b795ace3a
raw_response_chars
3641
[1] object · 7 fields
provider
minimax_alt
model
MiniMax-M3
prompt_version
full-text-reading-v1
prompt_hash
4993bff921667d3772295eb414e12f3076c6060addb0a501805cd3481735d3cd
source_hash
e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878
raw_response_sha256
sha256:84befa491bbac805fd94299bb4f861d7a8f4b7ca89681a31edd0e1550f4cd352
raw_response_chars
47180
target_providers array · 2 items
[0] object · 8 fields
provider
minimax
model
MiniMax-M3.1-Flash
prompt_version
replication-target-v2
prompt_hash
535daa88fe71c47799ca5ab1de10dd2e0707d3bd9deac431f8bb4168411eeff1
source_hash
e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878
raw_response
{"parent_value":-6.8,"unit":"kcal/mol","evidence":"Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol).","target_result":"Emodinanthrone was identified as a high-affinity ligand for ATP1A1 with a binding energy of −6.8 kcal/mol.","number_stated":true}
reading object · 6 fields
parent_value
-6.8
unit
kcal/mol
evidence
Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol).
target_result
Emodinanthrone was identified as a high-affinity ligand for ATP1A1 with a binding energy of −6.8 kcal/mol.
number_stated
true
source_locator
chars 1949-2044 of source sha256 e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878
recorded_at
2026-10-31T15:30:51.217347+00:00
[1] object · 8 fields
provider
minimax_alt
model
MiniMax-M3
prompt_version
replication-target-v2
prompt_hash
bcc95c75d9d8eeb0e7a6bf6124bd9a6d730befbf382d539eeac23813145f5b3c
source_hash
e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878
raw_response
<think>We need answer JSON only. Need parse target: "headline numerical result the paper states for its main finding". Need single numerical result replication of registered target reproduce. Source abstract main finding perhaps molecular docking Emodinanthrone high-affinity ligand ATP1A1 (−6.8 kcal/mol). Need value paper itself states. Evidence exact contiguous quote containing number, whole clause attribution. Could choose abstract sentence: "Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol)." This is headline numerical result main finding. Parent -6.8, unit kcal/mol, evidence exact. target_result concise. number_stated true. Need consider perhaps "five AICD-related genes" main finding, headline numerical result? User asks registered target "the headline numerical result the paper states for its main finding". Could be target benchmark design, likely expected number from abstract. There are two numerical results: five genes and -6.8 kcal/mol. "headline numerical result" likely -6.8. Need understand task framing: "find the single numerical result that a replication of the registered target has to reproduce. Report the headline number only: the value the paper itself states for the registered target, not a value you calculated, converted, averaged or reconstructed." Registered target intentionally generic "the headline numerical result the paper states for its main finding". The abstract highlights docking score −6.8 kcal/mol. It explicitly states headline. We should quote exact sentence. JSON valid Unicode minus perhaps. parent_value number -6.8. Unit "kcal/mol". target_result maybe "The paper reports a docking binding energy of −6.8 kcal/mol for Emodinanthrone with ATP1A1." They say headline number only perhaps target_result could simply "−6.8 kcal/mol". Evidence exact. Ensure no extra prose.</think> {"parent_value":-6.8,"unit":"kcal/mol","evidence":"Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol).","target_result":"−6.8 kcal/mol","number_stated":true}
reading object · 6 fields
parent_value
-6.8
unit
kcal/mol
evidence
Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol).
target_result
−6.8 kcal/mol
number_stated
true
source_locator
chars 1949-2044 of source sha256 e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878
recorded_at
2026-10-31T15:30:53.217421+00:00
agreement
false
disagreements object · 4 fields
target_result object · 3 fields
minimax
Five AICD-related genes (FOXM1, ANK3, ATP1A1, HADH, and PLG) were identified and selected to construct a risk score model.
minimax_alt
Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol).
decisive
false
physical_methods object · 3 fields
minimax array · 2 items
[0]
Cell-based experiments
[1]
In vitro functional assays
minimax_alt array · 2 items
[0]
qRT-PCR measurement of ATP1A1 mRNA expression
[1]
in vitro functional assays of ATP1A1 knockdown in A498 and 786-O renal carcinoma cells
decisive
false
analysis_methods object · 3 fields
minimax array · 10 items
[0]
Differential expression analysis
[1]
Univariate Cox regression
[2]
LASSO
[3]
Random forest
[4]
CoxBoost
[5]
Multivariate Cox regression
[6]
Spatial transcriptomics
[7]
Single-cell transcriptomics
[8]
Molecular docking
[9]
Pan-cancer analysis
minimax_alt array · 16 items
[0]
differential expression analysis
[1]
univariate Cox regression
[2]
LASSO
[3]
random forest
[4]
CoxBoost
[5]
multivariate Cox regression
[6]
spatial transcriptomics
[7]
single-cell transcriptomics
[8]
principal component analysis
[9]
FindAllMarkers differential expression analysis
[10]
ssGSEA gene-set activity quantification
[11]
pan-cancer analysis
[12]
Pearson correlation analysis
[13]
Spearman correlation analysis
[14]
high-throughput virtual screening
[15]
molecular docking analysis
decisive
false
statistical_method object · 3 fields
minimax
Multivariate Cox regression
minimax_alt
decisive
true
agreement_basis object · 2 fields
policy
decisive_fields
decisive_fields array · 4 items
[0]
work_type
[1]
number_stated
[2]
parent_value
[3]
unit
blinded
true
human_critique object · 5 fields
status
not_run
reviewer
null
signed_at
null
conflict_checked
false
commentary
null
stages array · 7 items
[0] object · 4 fields
key
target_materials
status
pending
reason
null
evidence
null
[1] object · 4 fields
key
independent_readings
status
blocked
reason
The independent readings are incomplete or disagree; the source evidence must resolve the difference.
evidence object · 1 field
provider_errors array · 0 items
[2] object · 4 fields
key
source_resolution
status
pending
reason
null
evidence
null
[3] object · 4 fields
key
protocol_reconstruction
status
pending
reason
null
evidence
null
[4] object · 4 fields
key
control_execution
status
pending
reason
null
evidence
null
[5] object · 4 fields
key
control_comparison
status
pending
reason
null
evidence
null
[6] object · 4 fields
key
publication
status
pending
reason
null
evidence
null
gaps array · 2 items
[0]
review.human_critique
[1]
review.machine_critique.blocked
execution object · 5 fields
state
absent
status
not_run
mode
null
runs array · 0 items
gaps array · 1 item
[0]
execution.not_run
provenance object · 7 fields
entities array · 1 item
[0] object · 3 fields
id
package:cd133db1d4ddd2ab3a17464d68a80f70eafae4b90f9dbbb3edf4ed41de15e5cd
type
sep_package
label
SEP v1 package for pmid:40821775
activities array · 1 item
[0] object · 4 fields
id
activity:conversion:pmid:40821775
type
conversion
used array · 1 item
[0]
package:cd133db1d4ddd2ab3a17464d68a80f70eafae4b90f9dbbb3edf4ed41de15e5cd
agent
agent:corpus-assay-engine
agents array · 3 items
[0] object · 3 fields
id
agent:minimax
type
model
label
minimax
[1] object · 3 fields
id
agent:minimax_alt
type
model
label
minimax_alt
[2] object · 3 fields
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 object · 4 fields
parent_id
e5f8126a-74e4-4d68-bd60-43dc5c207787
parent_hash
cd133db1d4ddd2ab3a17464d68a80f70eafae4b90f9dbbb3edf4ed41de15e5cd
fork_of
null
gaps array · 13 items
[0]
abstract
[1]
asset:source:pmid:40821775 not verified
[2]
authors
[3]
capability
[4]
corpus_record_absent
[5]
execution.not_run
[6]
method
[7]
review.human_critique
[8]
review.machine_critique.blocked
[9]
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:40821775' does not resolve to a declared asset
[12]
targets
Complete file
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e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878"}, "evidence": [{"asset": "source:pmid:40821775", "locator": "chars 1949-2044 of source sha256 e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878", "quote": "Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol)."}]}], "gaps": ["abstract", "authors"]}, "experiment": {"state": "partial", "objective": "the headline numerical result the paper states for its main finding", "steps": [{"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.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:40821775"], "outputs": ["the published estimate, its unit and its interval"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data behind the published result", "kind": "data-preparation", "state": "blocked", "blocked_on": "data:not_downloaded", "description": "The published result cannot be recomputed without the data the paper analysed.", "duration_hours": null, "parameters": {}, "inputs": [], "outputs": ["the source data with its provenance"], "instruments": [], "reagents": []}, {"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:40821775", "duration_hours": null, "parameters": {}, "inputs": [], "outputs": ["the registered result"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["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:40821775' does not resolve to a declared asset"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:40821775", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3389/fimmu.2025.1636977", "sha256": "sha256:e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878", "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3389/fimmu.2025.1636977", "version": null, "note": "Source read by the package builder: full_text.", "structure": {"access_state": "full_text"}}], "gaps": ["asset:source:pmid:40821775 not verified"]}, "analysis": {"state": "absent", "methods": [], "targets": [], "gaps": ["method", "targets"]}, "capability": {"state": "absent", "requirements": [], "gaps": ["capability"]}, "readiness": {"state": "partial", "tier": null, "blocking_axis": null, "blocked_on": null, "axes": {}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:40821775"], "steps": ["read_published_estimate"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": ["xml"], "capabilities": [], "data_gaps": ["source:pmid:40821775"]}, "gaps": ["corpus_record_absent"]}, "review": {"state": "partial", "machine_critique": {"status": "blocked", "providers": [{"provider": "minimax", "model": "MiniMax-M3.1-Flash", "prompt_version": "full-text-reading-v1", "prompt_hash": "898dc122589048cc3cc8c31c112c0f71b3955a50ffda9b07d25948eab5901a6f", "source_hash": "e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878", "raw_response_sha256": "sha256:a2fb9b03c2202071078a13d235b9dcc4a2758f4e61e4a9e21f751d7b795ace3a", "raw_response_chars": 3641}, {"provider": "minimax_alt", "model": "MiniMax-M3", "prompt_version": "full-text-reading-v1", "prompt_hash": "4993bff921667d3772295eb414e12f3076c6060addb0a501805cd3481735d3cd", "source_hash": "e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878", "raw_response_sha256": "sha256:84befa491bbac805fd94299bb4f861d7a8f4b7ca89681a31edd0e1550f4cd352", "raw_response_chars": 47180}], "target_providers": [{"provider": "minimax", "model": "MiniMax-M3.1-Flash", "prompt_version": "replication-target-v2", "prompt_hash": "535daa88fe71c47799ca5ab1de10dd2e0707d3bd9deac431f8bb4168411eeff1", "source_hash": "e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878", "raw_response": "{\"parent_value\":-6.8,\"unit\":\"kcal/mol\",\"evidence\":\"Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol).\",\"target_result\":\"Emodinanthrone was identified as a high-affinity ligand for ATP1A1 with a binding energy of −6.8 kcal/mol.\",\"number_stated\":true}", "reading": {"parent_value": -6.8, "unit": "kcal/mol", "evidence": "Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol).", "target_result": "Emodinanthrone was identified as a high-affinity ligand for ATP1A1 with a binding energy of −6.8 kcal/mol.", "number_stated": true, "source_locator": "chars 1949-2044 of source sha256 e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878"}, "recorded_at": "2026-10-31T15:30:51.217347+00:00"}, {"provider": "minimax_alt", "model": "MiniMax-M3", "prompt_version": "replication-target-v2", "prompt_hash": "bcc95c75d9d8eeb0e7a6bf6124bd9a6d730befbf382d539eeac23813145f5b3c", "source_hash": "e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878", "raw_response": "<think>We need answer JSON only. Need parse target: \"headline numerical result the paper states for its main finding\". Need single numerical result replication of registered target reproduce. Source abstract main finding perhaps molecular docking Emodinanthrone high-affinity ligand ATP1A1 (−6.8 kcal/mol). Need value paper itself states. Evidence exact contiguous quote containing number, whole clause attribution. Could choose abstract sentence: \"Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol).\" This is headline numerical result main finding. Parent -6.8, unit kcal/mol, evidence exact. target_result concise. number_stated true.\n\nNeed consider perhaps \"five AICD-related genes\" main finding, headline numerical result? User asks registered target \"the headline numerical result the paper states for its main finding\". Could be target benchmark design, likely expected number from abstract. There are two numerical results: five genes and -6.8 kcal/mol. \"headline numerical result\" likely -6.8. Need understand task framing: \"find the single numerical result that a replication of the registered target has to reproduce. Report the headline number only: the value the paper itself states for the registered target, not a value you calculated, converted, averaged or reconstructed.\" Registered target intentionally generic \"the headline numerical result the paper states for its main finding\". The abstract highlights docking score −6.8 kcal/mol. It explicitly states headline. We should quote exact sentence. JSON valid Unicode minus perhaps. parent_value number -6.8. Unit \"kcal/mol\". target_result maybe \"The paper reports a docking binding energy of −6.8 kcal/mol for Emodinanthrone with ATP1A1.\" They say headline number only perhaps target_result could simply \"−6.8 kcal/mol\". Evidence exact. Ensure no extra prose.</think>\n\n{\"parent_value\":-6.8,\"unit\":\"kcal/mol\",\"evidence\":\"Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol).\",\"target_result\":\"−6.8 kcal/mol\",\"number_stated\":true}", "reading": {"parent_value": -6.8, "unit": "kcal/mol", "evidence": "Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol).", "target_result": "−6.8 kcal/mol", "number_stated": true, "source_locator": "chars 1949-2044 of source sha256 e8e203d3622968f0f8f281d9dc5da4ef653082a7d2d344ac5c9b66905f794878"}, "recorded_at": "2026-10-31T15:30:53.217421+00:00"}], "agreement": false, "disagreements": {"target_result": {"minimax": "Five AICD-related genes (FOXM1, ANK3, ATP1A1, HADH, and PLG) were identified and selected to construct a risk score model.", "minimax_alt": "Molecular docking revealed Emodinanthrone as a high-affinity ligand for ATP1A1 (−6.8 kcal/mol).", "decisive": false}, "physical_methods": {"minimax": ["Cell-based experiments", "In vitro functional assays"], "minimax_alt": ["qRT-PCR measurement of ATP1A1 mRNA expression", "in vitro functional assays of ATP1A1 knockdown in A498 and 786-O renal carcinoma cells"], "decisive": false}, "analysis_methods": {"minimax": ["Differential expression analysis", "Univariate Cox regression", "LASSO", "Random forest", "CoxBoost", "Multivariate Cox regression", "Spatial transcriptomics", "Single-cell transcriptomics", "Molecular docking", "Pan-cancer analysis"], "minimax_alt": ["differential expression analysis", "univariate Cox regression", "LASSO", "random forest", "CoxBoost", "multivariate Cox regression", "spatial transcriptomics", "single-cell transcriptomics", "principal component analysis", "FindAllMarkers differential expression analysis", "ssGSEA gene-set activity quantification", "pan-cancer analysis", "Pearson correlation analysis", "Spearman correlation analysis", "high-throughput virtual screening", "molecular docking analysis"], "decisive": false}, "statistical_method": {"minimax": "Multivariate Cox regression", "minimax_alt": "", "decisive": true}}, "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": "blocked", "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.blocked"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "package:cd133db1d4ddd2ab3a17464d68a80f70eafae4b90f9dbbb3edf4ed41de15e5cd", "type": "sep_package", "label": "SEP v1 package for pmid:40821775"}], "activities": [{"id": "activity:conversion:pmid:40821775", "type": "conversion", "used": ["package:cd133db1d4ddd2ab3a17464d68a80f70eafae4b90f9dbbb3edf4ed41de15e5cd"], "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": "e5f8126a-74e4-4d68-bd60-43dc5c207787", "parent_hash": "cd133db1d4ddd2ab3a17464d68a80f70eafae4b90f9dbbb3edf4ed41de15e5cd", "fork_of": null, "generation": 1}, "gaps": ["abstract", "asset:source:pmid:40821775 not verified", "authors", "capability", "corpus_record_absent", "execution.not_run", "method", "review.human_critique", "review.machine_critique.blocked", "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:40821775' does not resolve to a declared asset", "targets"]}