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01HHS-Official /physiciansupplier-procedure-summary Physician/Supplier Procedure Summary Description The Physician/Supplier Procedure Summary (PSPS) data provides a summary of calendar year Medicare Part B carrier and durable medical equipment fee-for-service (FFS) claims. The file is organized by carrier, pricing locality, Healthcare Common Procedure Coding System (HCPCS) code, HCPCS modifier, provider specialty, type of service, and place of service. The summarized fields are total submitted services and charges, total… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/physiciansupplier-procedure-summary.tabular10M<n<100M0 likes43 downloads1y agoHugging Face02ClarusC64 /clinical-procedure-consent-capacity-coherence-risk-v0.1What this repo is for Detect when consent exists on paper but capacity or information quality does not match the decision Common breaks no capacity assessment risk discussion not documented alternatives not documented interpreter needed but not used Examples you can use sedation without capacity assessment high risk procedure with thin documentation language barrier with no interpreter You use it to flag consent validity risk legal exposure risk texttext-classificationn<1K0 likes30 downloads7mo agoHugging Face03ClarusC64 /legal-procedure-substantive-right-coherence-v0.1Clarus Procedure–Substantive Right Coherence v0.1 This dataset tests whether procedural rules continue to serve the substantive rights they exist to protect. Procedure is not neutral. It is an instrument. When procedure becomes detached from purpose, justice degrades while the system still appears lawful. This dataset detects that detachment. Core question Does the procedural requirement meaningfully protect the underlying right. Or has procedure become an obstacle to the right itself. Core… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/legal-procedure-substantive-right-coherence-v0.1.tabulartext-classificationn<1K0 likes29 downloads8mo agoHugging Face04ClarusC64 /clinical-consent-procedure-coherence-risk-v0.1What this repo is for This dataset tests whether a model can detect coupling failures between consent documentation and the procedure that is actually performed. It measures alignment between consent scope and validity and the performed procedure including conversions, site, and documented material risks. It predicts complaints and serious incident review risk consent invalidation risk medico-legal exposure governance breakdown signals. You use it for clinical governance audits surgical… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-consent-procedure-coherence-risk-v0.1.texttext-classificationn<1K0 likes29 downloads7mo agoHugging Face05odychlapanis /mcm-civil-procedure Dataset Card for the Multiple-Choice Mutation Civil Procedure extension data Dataset Summary The task was originally presented in the paper: @InProceedings{Bongard.et.al.2022.NLLP, title = {{The Legal Argument Reasoning Task in Civil Procedure}}, author = {Bongard, Leonard and Held, Lena and Habernal, Ivan}, booktitle = {Proceedings of the Natural Legal Language Processing Workshop 2022}, pages = {194--207}, year = {2022}… See the full description on the dataset page: https://huggingface.co/datasets/odychlapanis/mcm-civil-procedure.tabularn<1K0 likes24 downloads2y agoHugging Face06ClarusC64 /legal-civil-procedure-access-barrier-detection-v0.1What this dataset is You receive procedural requirement self represented capacity error modes support resources outcome pattern reform signals You decide Does procedure create an access barrier Answer coherent or incoherent Why this matters When access barriers grow defaults rise meritorious claims die early trust collapses reform pressure spikes tabulartext-classificationn<1K0 likes23 downloads8mo agoHugging Face07ClarusC64 /clinical-procedure-consent-perform-coherence-risk-v0.1What this repo is for Detect when a procedure is consented and planned but what happens does not match Common breaks procedure cancelled after consent performed procedure differs from consented scope consent missing delay after consent raises safety and capacity risk Examples you can use consent for biopsy but different site performed consent obtained but case cancelled with no replan bedside procedure done without documented consent You use it to flag wrong-procedure risk consent integrity… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-procedure-consent-perform-coherence-risk-v0.1.texttext-classificationn<1K0 likes21 downloads7mo agoHugging Face08tresor2k /us-dental-procedure-cost-2026 ⚠️ Version 2.0.0 — correction notice (13 July 2026) Version 1 of this dataset published per-state figures for braces and porcelain veneers that were not observed. An internal audit established that they were derived from the single-implant series by fixed multipliers (0.80× and 0.25×, constant to four decimal places across all 51 jurisdictions). Every procedure therefore shared the same state ranking, and the "composite" cost index reduced algebraically to a function of the… See the full description on the dataset page: https://huggingface.co/datasets/tresor2k/us-dental-procedure-cost-2026.tabularn<1K0 likes18 downloads1mo agoHugging Face09healthparse /us-medicare-part-b-procedure-volume National Medicare Part B Procedure-Volume Summary Top 500 Medicare procedures (HCPCS) by volume: providers, services, payment, avg charge. Aggregated from the CMS Part B PUF. Per-NPI detail: https://caretrace.io Free CC0 summary derived from public US-government data. Maintained by Healthparse. tabularn<1K0 likes14 downloads4mo agoHugging Face10ClarusC64 /clinical-5node-proced-buf-lag-cpl-procedure-level-cascades-phase2-v0.1 What this repo does This dataset is a Phase 2 procedure-level cascade index that models how procedure-linked pressure rises, physiologic buffer capacity erodes, response governance lags, and care-pathway coupling tightens across peri-operative and procedure settings, crossing a phase transition into an unrecoverable cascade state. Core quad procedbuflagcpl Prediction target label_cascade_state Row structure One row represents a procedure-level… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-5node-proced-buf-lag-cpl-procedure-level-cascades-phase2-v0.1.tabulartext-classificationn<1K0 likes12 downloads7mo agoHugging Face11ClarusC64 /healthcare-procedure-consent-prep-coherence-risk-v0.1What this repo is for Detect breakdown risk before procedures begin. Tracks alignment between indication, consent, preparation, team readiness, and equipment. Helps teams prevent wrong-site procedures, delays, and safety incidents. texttext-classificationn<1K0 likes11 downloads7mo agoHugging Face12procedure2012 /reading-week-digesttextn<1K0 likes9 downloads2mo agoHugging Face13ClarusC64 /clinical-5node-infect-buf-lag-cpl-post-procedure-infection-v0.1 What this repo does This dataset models a post-procedure infection cascade by measuring when infection pressure rises, physiologic buffer capacity erodes, clinical response lags, and care-pathway coupling tightens across procedure and ward boundaries, crossing a phase transition into an unrecoverable cascade state. Core quad infectbuflagcpl Prediction target label_cascade_state Row structure One row represents a post-procedure infection… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-5node-infect-buf-lag-cpl-post-procedure-infection-v0.1.tabulartext-classificationn<1K0 likes7 downloads7mo agoHugging Face

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