{"id":"W4407131778","doi":"10.1136/jnis-2024-022802","title":"Predicting symptomatic intracranial hemorrhage after endovascular treatment of vertebrobasilar artery occlusion: PEACE score","year":2025,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Collateral circulation; Thrombolysis; Groin; Occlusion; Stroke (engine); Radiology; Internal medicine; Surgery; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009120479,0.0006494274,0.0005356536,0.001823723,0.0002959438,0.0007811252,0.0004787344,0.0003053306,0.001378965],"category_scores_gemma":[0.003259822,0.0001417124,0.000587331,0.001209729,0.0003273573,0.0005316579,0.0007761232,0.0005580497,0.0002476266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673295,"about_ca_system_score_gemma":0.0005598451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002355665,"about_ca_topic_score_gemma":0.002135029,"domain_scores_codex":[0.9994459,0.0001181642,0.00008932483,0.00009579647,0.0001728945,0.00007791199],"domain_scores_gemma":[0.9983449,0.0002728439,0.0007244534,0.00007312528,0.0002435776,0.000341052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002942997,0.00005272554,0.9910631,0.00003273681,0.0001816333,0.00007601323,0.00002259552,0.0004816975,0.0001729445,0.00005656722,0.0006238401,0.006941963],"study_design_scores_gemma":[0.00006158373,0.0003590451,0.9924247,0.00002619616,0.0002350766,0.0006351864,0.00007437298,0.004991943,0.0002724685,0.0004295836,0.0004756165,0.00001412333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945294,0.0005855053,0.001108031,0.0002386703,0.00003064299,0.00005987226,0.001617893,0.00004387702,0.001786178],"genre_scores_gemma":[0.9964837,0.0003452924,0.0008335863,0.00004526575,0.00006422832,0.00003684216,0.002035183,0.000003958919,0.0001518778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002355665,"threshold_uncertainty_score":0.004823387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641130911662281,"score_gpt":0.2564300619052023,"score_spread":0.2400187527885795,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}