{"id":"W4415949943","doi":"10.1017/cjn.2025.10467","title":"Middle Meningeal Artery Embolization for Subdural Hematoma: Systematic Review and Meta-Analysis of Randomized Trials","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Middle meningeal artery; Randomized controlled trial; Embolization; Stroke (engine); Incidence (geometry); Adverse effect; Middle cerebral artery; Complication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01364539,0.0002494731,0.00472511,0.001333807,0.000917284,0.0002438402,0.00067834,0.0001050559,0.00009541964],"category_scores_gemma":[0.01499646,0.0001321193,0.001872865,0.002135632,0.003112506,0.0002804637,0.00003164204,0.0003644952,1.770384e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005336169,"about_ca_system_score_gemma":0.001310326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475917,"about_ca_topic_score_gemma":0.003264023,"domain_scores_codex":[0.9942272,0.001944901,0.002445038,0.0003844484,0.0004729296,0.0005255252],"domain_scores_gemma":[0.9924207,0.003912541,0.001947548,0.0001616914,0.0008800533,0.0006774804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02525802,0.001414197,0.1663627,0.1188051,0.192005,0.00674914,0.002260588,0.01305241,0.0007256165,0.4644709,0.008358812,0.0005374445],"study_design_scores_gemma":[0.01046626,0.02772539,0.007194182,0.00183011,0.8379773,0.01791924,0.0002604258,0.007649673,0.0001640728,0.08805449,0.0001543298,0.0006045058],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732593,0.09472891,0.001180967,0.02707029,0.0002454747,0.002555788,0.0000510278,0.00001850321,0.0008897585],"genre_scores_gemma":[0.9897397,0.001649034,0.001040194,0.007412872,0.00003358721,0.00004576126,8.604063e-7,0.000005288891,0.00007265869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6459723,"threshold_uncertainty_score":0.9996005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1358978468243668,"score_gpt":0.357887010227867,"score_spread":0.2219891634035003,"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."}}