{"data":{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:40044876", "kind": "science-record", "revision": 4, "content_hash": "sha256:2e6fb6cb29ffac30269b19e7ddc4bff08f714d43ca223f6b2cf09e00932d7c3e", "created_at": "2026-11-01T20:30:15Z", "updated_at": "2026-11-01T22:56:11Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "The LncRNA lnc-POTEM-4:14 promotes HCC progression by interacting with FOXK1.", "doi": "10.1038/s41598-025-92614-4", "pmid": "40044876", "authors": ["Bo Peng", "Zhipeng Quan", "Lixing Liang", "Mingjiang Liu", "Kai Hu", "Shilian Chen", "Qiuli Xie", "Jing Qin", "Jingzhao Chen", "Lijuan Liao", "Songqing He", "Zeyuan Li"], "journal": "Scientific reports", "year": 2025, "abstract": "Hepatocellular carcinoma (HCC) is one of the most common malignant tumours of the digestive tract and poses a serious threat to human life. This study first analysed two GEO datasets (GSE166705 and GSE115018) to screen for differentially expressed lncRNAs between HCC and adjacent tissues. The lncRNA lnc-POTEM-4:14 was determined via a series of methods to be closely related to liver cancer. Further research was subsequently performed to investigate the role of the lncRNA lnc-POTEM-4:14 in the progression of HCC. The lncRNA lnc-POTEM-4:14 is localized primarily within the nucleus and is highly expressed in liver cancer tissues. We established lnc-POTEM-4:14 knockdown and overexpression cell lines to analyse the role of lnc-POTEM-4:14 in liver cancer through functional experiments such as qPCR and WB. We identified FOXK1 as an RNA-binding protein (RBP) of lnc-POTEM-4:14 that participates in MAPK signal activation and cell cycle progression by regulating the activation or expression levels of the downstream target protein TAB1 as a transcription factor. The restoration of FOXK1 can rescue the limited proliferation and increased apoptosis caused by lnc-POTEM-4:14 knockdown. Finally, we validated our hypothesis in a nude mouse tumour-bearing model. In conclusion, lnc-POTEM-4:14 affects the progression of HCC through the FOXK1/TAB1/NLK axis, suggesting that lnc-POTEM-4:14 has potential as a therapeutic target for treating this aggressive malignancy.", "claims": [{"id": "claim-method", "statement": "Differences between two groups were analysed via unpaired Student’s t tests. Comparisons among multiple groups were performed by means of one-way analysis of variance (ANOVA).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40044876", "locator": "sections[16] \"Statistical analysis\" paragraph 2", "quote": "Differences between two groups were analysed via unpaired Student’s t tests. Comparisons among multiple groups were performed by means of one-way analysis of variance (ANOVA)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Data will be available upon reasonable requests from the corresponding author.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40044876", "locator": "sections[28] \"Data availability\" paragraph 2", "quote": "Data will be available upon reasonable requests from the corresponding author."}], "state": "complete"}, {"id": "claim-target-result", "statement": "lnc-POTEM-4:14 affects the progression of HCC through the FOXK1/TAB1/NLK axis, suggesting that lnc-POTEM-4:14 has potential as a therapeutic target for treating this aggressive malignancy.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:40044876", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "In conclusion, lnc-POTEM-4:14 affects the progression of HCC through the FOXK1/TAB1/NLK axis, suggesting that lnc-POTEM-4:14 has potential as a therapeutic target for treating this aggressive malignancy."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "lnc-POTEM-4:14 affects the progression of HCC through the FOXK1/TAB1/NLK axis, suggesting that lnc-POTEM-4:14 has potential as a therapeutic target for treating this aggressive malignancy.", "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:40044876"], "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:GSE115018"], "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:GSE115018"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:40044876", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1038/s41598-025-92614-4", "sha256": "sha256:fb372072a6b3bf8db2bdd1271672c691033f9bc223e7f2360f23edab4ac31af5", "bytes": 47021, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1038/s41598-025-92614-4", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11882843", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE115018", "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=GSE115018", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE115018", "version": null, "note": "Data will be available upon reasonable requests from the corresponding author.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Data will be available upon reasonable requests from the corresponding author.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM3163056", "GSM3163057", "GSM3163058", "GSM3163059", "GSM3163060", "GSM3163061", "GSM3163062", "GSM3163063", "GSM3163064", "GSM3163065", "GSM3163066", "GSM3163067", "GSM3163068", "GSM3163069", "GSM3163070", "GSM3163071", "GSM3163072", "GSM3163073", "GSM3163074", "GSM3163075", "GSM3163076", "GSM3163077", "GSM3163078", "GSM3163079"], "sample_count": 24, "group_sizes": null, "group_sizes_basis": null, "platform": "20115", "taxon": "Homo sapiens", "title": "Simultaneous control of non-coding RNA on the G2/M phase of the cell cycle in hepatocellular carcinoma [lncRNA and mRNA]", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE166705", "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=GSE166705", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE166705", "version": null, "note": "Data will be available upon reasonable requests from the corresponding author.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Data will be available upon reasonable requests from the corresponding author.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM5079353", "GSM5079354", "GSM5079355", "GSM5079356", "GSM5079357", "GSM5079358", "GSM5079359", "GSM5079360", "GSM5079361", "GSM5079362"], "sample_count": 10, "group_sizes": null, "group_sizes_basis": null, "platform": "19615", "taxon": "Homo sapiens", "title": "Human liver tissues: cancer vs. control", "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:GSE115018 not downloaded", "asset:data:geo:GSE115018 licence not read", "asset:data:geo:GSE166705 not downloaded", "asset:data:geo:GSE166705 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "anova", "label": "Group comparison", "dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Differences between two groups were analysed via unpaired Student’s t tests. 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The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["GSE166705", "GSE115018"], "resolved_accessions": ["GSE166705", "GSE115018"], "statements": ["Data will be available upon reasonable requests from the corresponding author."], "basis": "The paper names GSE166705, GSE115018 in GEO and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "assets": ["source:pmid:40044876", "data:geo:GSE115018"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE115018"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:47:29Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 14260, "completion_tokens": 1301, "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:40044876", "type": "paper", "label": "pmid:40044876"}, {"id": "source:pmid:40044876", "type": "manuscript", "label": "PMID 40044876 full text"}, {"id": "data:geo:GSE115018", "type": "dataset", "label": "GEO GSE115018"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:40044876", "type": "paper", "label": "pmid:40044876"}, {"id": "source:pmid:40044876", "type": "manuscript", "label": "PMID 40044876 full text"}, {"id": "data:geo:GSE115018", "type": "dataset", "label": "GEO GSE115018"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-40044876", "type": "extraction", "used": ["source:pmid:40044876"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE115018", "type": "accession_resolution", "used": ["data:geo:GSE115018"], "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:40044876", "parent_hash": "sha256:3f7946dc8d541724b6409e4a06c015d069c762214dfaf237d3498f85f1af75ef", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE115018 licence not read", "asset:data:geo:GSE115018 not downloaded", "asset:data:geo:GSE166705 licence not read", "asset:data:geo:GSE166705 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "transfection", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["ancer tissues. We established lnc-POTEM-4:14 knockdown and overexpression cell lines to analyse the", "increased apoptosis caused by lnc-POTEM-4:14 knockdown. Finally, we validated our hypothesis in a n", "he Declaration of Helsinki. Cell culture and transfection The human HCC cell lines LM3, Huh-7, MHCC97H", "io, China) and plasmids (IGEbio, China) were transfected into cells using Lipofectamine 3000 reagent"], "order_basis": "paper_text_order:698", "id": "assay:1"}, {"role": "data_generation", "definition_id": "qpcr", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["ancer through functional experiments such as qPCR and WB. We identified FOXK1 as an RNA-bindin"], "order_basis": "paper_text_order:831", "id": "assay:2"}, {"role": "data_generation", "definition_id": "apoptosis_assay", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.69, "evidence": ["scue the limited proliferation and increased apoptosis caused by lnc-POTEM-4:14 knockdown. Finally,"], "order_basis": "paper_text_order:1176", "id": "assay:3"}, {"role": "data_generation", "definition_id": "animal_model", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.69, "evidence": ["nally, we validated our hypothesis in a nude mouse tumour-bearing model. In conclusion, lnc-POT"], "order_basis": "paper_text_order:1269", "id": "assay:4"}, {"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.77, "evidence": ["pe Culture Collection (ATCC). The cells were cultured in DMEM or RPMI 1640 (Gibco, USA) supplemented"], "order_basis": "paper_text_order:2637", "id": "assay:5"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Differences between two groups were analysed via unpaired Student’s t tests. 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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":"2026-11-04T00:44:40+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}}}