# Pre-PCI Clinical Decision Agreement on Clinical PCI Decision Dataset Pre-PCI Stage Source: [Pre-PCI Clinical Decision Agreement on Clinical PCI Decision Dataset Pre-PCI Stage]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:02:14.411Z Evaluation of model agreement and specific clinical prediction accuracy (device sizing, revascularization judgment) on the Clinical PCI Decision Dataset focusing on the pre-intervention stage. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Pre-PCI Clinical Decision Agreement | | Dataset (including any stated split) | Clinical PCI Decision Dataset Pre-PCI Stage | | Metric | Revascularization Judgement Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 3 of 3 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Revascularization Judgement Accuracy](): Higher is better; unit: PERCENT. - [Pre-PCI Agreement Score (0-5 Scale)](): Higher is better; unit: PERCENT. - [Device Type Prediction Accuracy](): Higher is better; unit: PERCENT. - [Device Sizing Accuracy](): Higher is better; unit: PERCENT. - [Stent Diameter Match Rate (±0.5mm)](): Higher is better; unit: PERCENT. - [Stent Length Match Rate (±5mm)](): Higher is better; unit: PERCENT. - [Overall P-value](): Lower is better; unit: SCALAR. - [P-value (CA-GPT vs ChatGPT)](): Lower is better; unit: SCALAR. - [P-value (CA-GPT vs Junior Physicians)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Revascularization Judgement Accuracy | Result date | Report paper | | --- | --- | --- | --- | | CA-GPT | 95.8 | Not recorded | 693ba1766cfd488761a55150 | | Junior physicians | 93.1 | Not recorded | 693ba1766cfd488761a55150 | | ChatGPT-4 | 87.5 | Not recorded | 693ba1766cfd488761a55150 | ### CA-GPT Revascularization Judgement Accuracy: 95.8. Result ID: 699628465698665ec469413d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Junior physicians Revascularization Judgement Accuracy: 93.1. Result ID: 699628465698665ec469413f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ChatGPT-4 Revascularization Judgement Accuracy: 87.5. Result ID: 699628465698665ec469413e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.