{"data":{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:40786954", "kind": "science-record", "revision": 4, "content_hash": "sha256:dfe13993b9532592ef9a3a127c3ccfa11e26f0b18a06f5de4232f6e8f6b63b6c", "created_at": "2026-11-01T20:30:52Z", "updated_at": "2026-11-01T22:56:58Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Multiple Hub Genes as Diagnostic and Therapeutic Targets Inducing Inflammation and Angiogenesis in Retinopathy of Prematurity.", "doi": "10.2147/IJGM.S528842", "pmid": "40786954", "authors": ["Cheng Du", "Yuan Tian", "Yu Liu", "Yuanyuan Shi", "Xingying Chen", "Hui Chai", "Yuyan Zhang", "Hui Shen", "Lin Zhang"], "journal": "International journal of general medicine", "year": 2025, "abstract": "Introduction: The pathogenesis of retinopathy of prematurity (ROP) is intricate and multifactorial. The current treatments for ROP include laser photocoagulation, cryotherapy, scleral buckling or vitrectomy and anti-VEGF drugs, yet which have numerous adverse effects. Consequently, the objective of this investigation was to mine new biomarkers of ROP and identify potential therapeutics that target these biomarkers.\nMethods: GSE130400, the expression profile of ROP, was downloaded from the GEO database and annotated by dplyr package in R. The limma package was employed to identify differentially expressed genes (DEGs) between cases and controls. WGCNA was utilized to obtain oxygen-induced retinopathy (OIR)-related modules, and then key genes were obtained in the intersection of DEGs and the above modules. Biological functions and pathways of key genes were enriched through DAVID, Metascape and Gene set enrichment analysis. Hub genes were screened by three machine learning methods and validated by nomograms, ROC curves and qRT-PCR. CIBERSORT was used to estimate the abundances of immune cells and Pearson analysis revealed immune cells, checkpoints and chemokines associated with hub genes. Finally, we constructed a ceRNA network and a drug-gene interaction network.\nResults: Utilizing GSE130400 as a basis, a total of 798 DEGs and 3711 genes from three OIR-related modules in WGCNA were identified, resulting in the identification of 681 key genes. Hub genes Plxnd1, Esm1 and Cd248 were explored using various machine learning methods and proved to be closely related with the occurrence of ROP through nomograms, ROC curves and qRT-PCR. Enrichment analysis revealed a significant enrichment of hub genes in processes related to endothelial cell proliferation, migration, and angiogenesis, among others. Immune analysis displayed that the development of ROP was associated with alterations in M0 macrophages and M2 macrophages, with hub genes participating in the regulation of immune cells M0 macrophages, Th2 cells, and NK resting cells, as well as chemokines lncRNA H19 (H19), CXCR5 (F5), CCL27 (F7) and CCL2 (C2). Furthermore, the drug-gene interaction network displayed 14 possible candidate drugs targeting 3 hub genes.\nConclusion: Plxnd1, Esm1 and Cd248 might play significant roles in the progression of ROP and could become possible diagnostic and therapeutic targets in ROP.", "claims": [{"id": "claim-method", "statement": "Differentially expressed analysis (|log2FC| ≥ 1, adjusted p-value < 0.05) was conducted via comparing oxygen-induced retinopathy (OIR) tissues to normal tissues in the R computing environment employing the Linear Model Fitting (LimFit) package and the Empirical Bayes (eBayes) of the limma package.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40786954", "locator": "sections[4] \"Differentially Expressed Analysis\" paragraph 2", "quote": "Differentially expressed analysis (|log2FC| ≥ 1, adjusted p-value < 0.05) was conducted via comparing oxygen-induced retinopathy (OIR) tissues to normal tissues in the R computing environment employing the Linear Model Fitting (LimFit) package and the Empirical Bayes (eBayes) of the limma package."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Publicly available datasets were analyzed in this study. This data can be found here: https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE130400.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40786954", "locator": "sections[27] \"Data Sharing Statement\" paragraph 2", "quote": "Publicly available datasets were analyzed in this study. This data can be found here: https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE130400."}], "state": "complete"}, {"id": "claim-target-result", "statement": "A total of 798 DEGs, including 190 down-regulated and 608 up-regulated genes, were identified between OIR and control samples and displayed in the volcano plot (Figure 2A).", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:40786954", "locator": "sections[15] \"Identification of DEGs Potentially Associated with ROP\" paragraph 2", "quote": "A total of 798 DEGs, including 190 down-regulated and 608 up-regulated genes, were identified between OIR and control samples and displayed in the volcano plot (Figure 2A)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "A total of 798 DEGs, including 190 down-regulated and 608 up-regulated genes, were identified between OIR and control samples and displayed in the volcano plot (Figure 2A).", "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:40786954"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE130400"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE130400"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:40786954", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.2147/IJGM.S528842", "sha256": "sha256:97653df5600307e6e01928726adcca48b921a15ebad32fa1fc7e44a8308fc5bb", "bytes": 63793, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.2147/IJGM.S528842", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC12335267", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE130400", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE130400", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE130400", "version": null, "note": "Publicly available datasets were analyzed in this study. This data can be found here: https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE130400.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Publicly available datasets were analyzed in this study. This data can be found here: https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE130400.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM3737500", "GSM3737501", "GSM3737502", "GSM3737503", "GSM3737504", "GSM3737505", "GSM3737506", "GSM3737507", "GSM3737508", "GSM3737509", "GSM3737510", "GSM3737511", "GSM3737512", "GSM3737513", "GSM3737514", "GSM3737515", "GSM3737516", "GSM3737517", "GSM3737518", "GSM3737519", "GSM3737520", "GSM3737521", "GSM3737522", "GSM3737523", "GSM3737524", "GSM3737525", "GSM3737526", "GSM3737527", "GSM3737528", "GSM3737529", "GSM3737530", "GSM3737531", "GSM3737532", "GSM3737533", "GSM3737534", "GSM3737535", "GSM3737536", "GSM3737537", "GSM3737538", "GSM3737539", "GSM3737540", "GSM3737541", "GSM3737542", "GSM3737543", "GSM3737544", "GSM3737545", "GSM3737546", "GSM3737547", "GSM3737548", "GSM3737549", "GSM3737550", "GSM3737551", "GSM3737552", "GSM3737553", "GSM3737554", "GSM3737555", "GSM3737556", "GSM3737557", "GSM3737558", "GSM3737559", "GSM3737560", "GSM3737561", "GSM3737562", "GSM3737563", "GSM3737564", "GSM3737565", "GSM3737566", "GSM3737567", "GSM3737568", "GSM3737569", "GSM3737570", "GSM3737571", "GSM3737572", "GSM3737573", "GSM3737574", "GSM3737575", "GSM3737576"], "sample_count": 77, "group_sizes": null, "group_sizes_basis": null, "platform": "10787", "taxon": "Mus musculus", "title": "Murine model of oxygen-induced retinopathy - 3 time points [retina]", "resolution_checked_at": "2026-11-01T20:16:08Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE130400 not downloaded", "asset:data:geo:GSE130400 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "differential_expression", "specific": "limma_voom", "label": "Differential expression analysis", "dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["count_matrix_with_condition"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Differentially expressed analysis (|log2FC| ≥ 1, adjusted p-value < 0.05) was conducted via comparing oxygen-induced retinopathy (OIR) tissues to normal tissues in the R computing environment employing the Linear Model Fitting (LimFit) package and the Empirical Bayes (eBayes) of the limma package."}}, {"id": "method-2", "family": "regression_modelling", "specific": "logistic", "label": "Regression modelling", "dsl_operations": ["glm_logit_fit"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["predictors_and_outcome"], "evidence": {"score": 0.8, "band": "high", "quote": "logistic regression"}}], "targets": [], "gaps": []}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: limma_voom."}, "capability": {"tier": "R1", "capability_id": "capability:computational_analysis", "availability_state": "owned", "basis": "The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["GSE130400"], "resolved_accessions": ["GSE130400"], "statements": ["Publicly available datasets were analyzed in this study. This data can be found here: https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE130400."], "basis": "The paper names GSE130400 in GEO and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "assets": ["source:pmid:40786954", "data:geo:GSE130400"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE130400"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:58:48Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 18024, "completion_tokens": 1228, "cached_tokens": 264}}, "human_critique": null, "stages": [{"id": "extraction", "state": "complete", "reader": "MiniMax-M3.1-Flash", "provider": "minimax"}], "gaps": ["review.independent_reader", "review.machine_critique", "review.human_critique"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "pmid:40786954", "type": "paper", "label": "pmid:40786954"}, {"id": "source:pmid:40786954", "type": "manuscript", "label": "PMID 40786954 full text"}, {"id": "data:geo:GSE130400", "type": "dataset", "label": "GEO GSE130400"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:40786954", "type": "paper", "label": "pmid:40786954"}, {"id": "source:pmid:40786954", "type": "manuscript", "label": "PMID 40786954 full text"}, {"id": "data:geo:GSE130400", "type": "dataset", "label": "GEO GSE130400"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-40786954", "type": "extraction", "used": ["source:pmid:40786954"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE130400", "type": "accession_resolution", "used": ["data:geo:GSE130400"], "agent": "agent:corpus-assay-engine"}], "agents": [{"id": "agent:corpus-assay-engine", "type": "software", "label": "Corpus assay engine"}, {"id": "agent:minimax-reader", "type": "software", "label": "MiniMax literature reader"}], "source_run_id": "reading-sci-2026-11-01", "dsl_catalogue_fingerprint": "343fb30756ba6ec3", "capability_table_fingerprint": "2cb3e42f047d2ecf", "snapshot_id": "ba34b49490d9bfaf"}, "lineage": {"parent_id": "pmid:40786954", "parent_hash": "sha256:a439561b58d32c4225423bc7a3fad408510db51edcf35d3840d46864f4886d2c", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE130400 licence not read", "asset:data:geo:GSE130400 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": [". According to OIR cell lines,21 HUVECs were cultured in HUVEC-SV40 cell culture medium with 200 µg/m", ". According to OIR cell lines,21 HUVECs were cultured in HUVEC-SV40 cell culture medium with 200 µ", "cells of these two groups were continuously cultivated in HUVEC-SV40 cell culture medium at 37°C wi"], "order_basis": "paper_text_order:3144", "id": "assay:1"}, {"role": "analysis", "definition_id": "differential_expression", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Differentially expressed analysis (|log2FC| ≥ 1, adjusted p-value < 0.05) was conducted via comparing oxygen-induced retinopathy (OIR) tissues to normal tissues in the R computing environment employing the Linear Model Fitting (LimFit) package and the Empirical Bayes (eBayes) of the limma package."], "order_basis": "consumes_earlier_output", "id": "assay:2"}]},"meta":{"api_version":"v1","automation_ladder_snapshot":"ba34b49490d9bfaf","automation_ladder_caveats":["Method extraction is rule-based and has no hand-judged accuracy sample. Evidence bands order textual support; method agreement intervals are null (n=0), never probabilities. Work-type validation does not validate methods.","Operation coverage describes only explicitly named methods. It does not prove a complete protocol, compatible parameters, successful compilation or re-execution. Unrecognised or ambiguous methods require review.","Data reachability is a textual accession or public-data statement. No dataset was downloaded or checked for access, completeness or licence.","Capabilities are planning states seeded from the dated equipment register. No bench ownership, completed quote or partner booking is inferred. Procurement counts are dependencies, not guaranteed replications or financial returns.","Tier and blocker counts are deterministic assessments of this corpus, not measured agreement. R3 is reserved for procurement; unresolved methods and data require human work (R4). The most restrictive axis wins, with capability, method, data as tie-breaks. Resolving one blocker can leave another at the same tier."],"engine":"corpus_engine","engine_provider":"rule_based_v1+lex99e1195c7d6f","run_id":"run-20261023T122449232913","source":"esearch","source_detail":"PubMed mirror biomed_pubmed (read-only)","run_status":"complete","imported_at":"2026-11-03T20:16:52+00:00","generated_at":"2026-11-04T00:36:55+00:00","total_papers":5529,"total_assays_tracked":29,"automatable_assay_families":6,"validated":true,"caveat_count":9,"blocking_caveats":5,"caveats":[{"code":"low_evidence_dominates","basis":["4,152 of 5,529 classifications (75.1%) matched no cue evidence and sit at the 0.05 floor.","34 of 230 data_only calls (14.8%) are in that group."],"claim":"Work type and confidence bands","gloss":"Most records were classified from their title and framing alone, with assay-cue coverage at zero.","detail":"Most classifications in this run rest on no matched evidence at all. At the evidence floor the work type comes from title framing and a fixed prior, not from anything in the paper, so the published work-type split should be read as a rough triage signal rather than a measured distribution. The impact is bounded but not removed: since 2026-10-23 the engine excludes floor-confidence records from the shortlist entirely and publishes them separately as held out, so the recommendation is unaffected even though the census is.","status":"unverified","severity":"high"},{"code":"runtime_is_modelled","basis":["Runtime is summed from published per-assay hour figures. Timing awaits the first executed replication.","4,407 of 5,529 records (79.7%) model to 0.00 hours because no assay was matched, which the ranking then reads as \"cheapest\".","0 of 10 shortlisted records carry a 0.00-hour estimate."],"claim":"Estimated replication runtime","gloss":"The hour figures are estimates built from assay mentions; timing awaits the first executed replication.","detail":"The hour figures are a cost model derived from the bench steps implied by each matched assay family. The first executed replication will supply measured timing. Records without an assay match currently receive a zero-hour model value.","status":"unverified","severity":"high"},{"code":"signal_score_without_citations","basis":["5,529 of 5,529 records (100.0%) have no citation count from the source metadata."],"claim":"Signal score","gloss":"The signal score uses publication-type weight because the mirror supplied zero citation counts.","detail":"The source supplied no citation counts for any record in this run, so the signal score is publication-type weight only. The citation term of the ranking is inert here, and the shortlist is ordered by publication type alone.","status":"unverified","severity":"high"},{"code":"abstract_absent","basis":["1,667 of 5,529 records (30.2%) carry no abstract at all."],"claim":"Evidence base for classification","gloss":"Some records contain a title and publication type only, defining the available classification evidence.","detail":"Where the mirror contains a title and publication types only, those fields define the classifier evidence. A methods section is required for fuller automated and human review.","status":"unverified","severity":"medium"},{"code":"classifier_agreement_measured","basis":["Published two-way decision agreement 77.7% (310 of 399 decidable records) from a stratified hand-check of 438 real records.","Three-way diagnostic agreement 73.9% (288 of 390 decidable records).","data_only agreement 75.2% (100 of 133 decidable).","48 record(s) could not be decided from title and abstract and were excluded from the denominator.","56 analysis-only records were published under another work type, so the data_only share is not an upper bound."],"claim":"Published automatable decision","gloss":"This figure has been checked against a human reading the same papers, so we know how often it is right.","detail":"The published automatable / not-automatable distribution comes from a rule-based classifier that was hand-checked against a fixed ground-truth definition. The agreement rates below are measured, not estimated. The three-way work type remains a diagnostic and is reported separately.","status":"measured","severity":"high"},{"code":"llm_comparison_not_measured","basis":["rule_based_v1+lex99e1195c7d6f produced 5,529 of 5,529 classifications.","Measured on 438 labelled records; these are RULE-BASED figures, not model results."],"claim":"Rule-based versus LLM agreement","gloss":"Every number here is the rule engine’s own. Model comparison begins when a working API credential is connected and measured.","detail":"The published two-way decision agreed with a human reading on 310 of 399 decidable records (77.7%). The diagnostic three-way label agreed on 288 of 390 decidable records (73.9%). Every percentage in this run belongs to the rule engine. Model comparison begins when a working API credential is connected and measured.","status":"not_measured","severity":"high"},{"code":"confidence_is_a_band","basis":["low band: 135 of 210 hand-judged records were correct, 64.3% [57.6, 70.5] (95% CI).","medium band: 80 of 104 hand-judged records were correct, 76.9% [68.0, 84.0] (95% CI).","high band: 73 of 76 hand-judged records were correct, 96.0% [89.0, 98.7] (95% CI).","A fitted calibrated probability was built, measured and withdrawn: it overstated held-out accuracy and reorders nothing."],"claim":"Confidence band and evidence score","gloss":"The confidence band carries a measured accuracy interval; 0.85 represents relative rank strength.","detail":"Confidence on this run is a BAND plus its measured accuracy interval. The number stored alongside each record is a monotone evidence score that orders records; 0.85 represents relative rank strength. A fitted probability was withdrawn after it overstated held-out accuracy. Threshold on the band.","status":"measured","severity":"medium"},{"code":"three_way_split_is_diagnostic","basis":["The corpus is published at the two-way decision: automatable or not-automatable. The three-way split (data_only / physical / mixed) is published as a diagnostic with its measured reliability attached, not as a claim, because the rule engine's `mixed` call cannot be defended.","The engine called 22 record(s) mixed; 10 matched the human judgement (45.5%, 95% CI 26.9-65.3).","The engine's `mixed` call is right on 10/22 hand-judged records (45.5%, 95% CI 26.9%-65.3%); a constant `physical` guess scores 36.4%.","The engine's `mixed` call does not reliably beat a constant `physical` guess on the hand-judged records it labels mixed.","The sign of that difference flips between two independent samples, so the three-way refinement is not demonstrably informative.","The mixed stratum contributes a disproportionate share of errors relative to its size.","At title-only depth the physical/mixed split collapses: a title says that work was done, not whether it was also analysed."],"claim":"The published decision is two-way","gloss":"The three-way split is shown for diagnosis only. The published split is two ways.","detail":"Count and filter the corpus on automatable versus not-automatable. The data_only / physical / mixed split remains an internal engine diagnostic because the mixed call has lower measured reliability.","status":"measured","severity":"medium"},{"code":"automatable_flag_unproven","basis":["6 of 29 assay families are marked automatable now: meta_analysis, machine_learning, survival_analysis, pca, molecular_docking, differential_expression.","The flag is a rule over assay family and work type; validation begins with the first executed replication.","It inherits the 75.2% data_only agreement rate, because the flag requires the record to be analysis-only."],"claim":"Automatable now","gloss":"This flag marks assay families the rules classify as data-only. The first executed replication will validate it.","detail":"This flag marks families the rules consider replicable from data alone. Its validity depends on the analysis-only classification and will be measured through an executed replication.","status":"unverified","severity":"medium"}],"confidence_policy":"band_with_measured_interval","confidence_contract":{"policy":"band_with_measured_interval","summary":"Confidence is reported as a BAND with a measured accuracy interval. The raw evidence score supplies monotone ordering. A fitted point estimate was withdrawn after it overstated held-out accuracy.","evidence_score":"A monotone evidence score in [0,1] built from cue mass, axis separation and text coverage. Use it to order records. Interpret 0.85 as relative rank strength.","confidence_band":"low | medium | high. Consumers threshold on this value.","band_accuracy":"Wilson 95% interval on the measured agreement of the hand-judged records in this band.","calibrated_confidence":"WITHDRAWN. Reintroduction requires held-out evidence demonstrating reliable estimates across every bin."},"band_accuracy":{"low":{"n":210,"low":0.576,"band":"low","high":0.7046,"agree":135,"accuracy":0.6429},"high":{"n":76,"low":0.8903,"band":"high","high":0.9865,"agree":73,"accuracy":0.9605},"medium":{"n":104,"low":0.6795,"band":"medium","high":0.8397,"agree":80,"accuracy":0.7692}},"provider":"rule_based_v1+lex99e1195c7d6f","lexicon_id":"99e1195c7d6f","contract_published_at":"2026-10-23T12:25:29.022232+00:00","confidence_is_band":true,"confidence_is_probability":false,"decision_taxonomy":"two_way","decidable_fraction_two_way":0.8854,"decidable_fraction_two_way_low":0.8565,"decidable_fraction_two_way_high":0.9143,"decidable_fraction_three_way":0.8586,"decidable_fraction_three_way_low":0.8287,"decidable_fraction_three_way_high":0.8884,"decidable_population":5529,"validation_sample_size":438,"three_way_cost_fraction":0.0268,"three_way_cost_records":148,"decision_counts":{"automatable":230,"not_automatable":5299},"decision_split":{"automatable":{"count":230,"share":0.04159884246699222},"not_automatable":{"count":5299,"share":0.9584011575330078}},"diagnostic_work_type_counts":{"mixed":24,"physical":5275,"data_only":230}}}