{"id":"W4416150613","doi":"10.1016/j.ebiom.2025.106018","title":"Blood–brain barrier opening as a predictor of epilepsy and mortality after subarachnoid haemorrhage","year":2025,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Israel Science Foundation; Berlin Institute of Health; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; HORIZON EUROPE Marie Sklodowska-Curie Actions; Stiftung Charité; European Commission","keywords":"Subarachnoid haemorrhage; Epilepsy; Foundation (evidence); Stroke (engine); Subarachnoid hemorrhage; MEDLINE","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0008916708,0.0002951771,0.0002775791,0.0006839676,0.000254483,0.0005246864,0.0004333807,0.0004202703,0.0009791203],"category_scores_gemma":[0.004276541,0.0001568712,0.0004473229,0.0004796099,0.0003003505,0.0002638735,0.0005397311,0.0005660855,0.0001868656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290688,"about_ca_system_score_gemma":0.000332059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002069286,"about_ca_topic_score_gemma":0.001544334,"domain_scores_codex":[0.9995158,0.0001737954,0.00004591897,0.000102413,0.00008205388,0.00008003143],"domain_scores_gemma":[0.9964926,0.001086622,0.001382476,0.000287852,0.0002607544,0.0004896704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002881097,0.00001566813,0.9988039,0.000004599626,0.00003684169,0.00003252334,0.00001989969,0.00006160355,0.0001010327,0.000005371731,0.00003007126,0.0006003476],"study_design_scores_gemma":[0.000006694731,0.00007818903,0.9994352,0.000001710389,0.00001841665,0.00007832395,0.00002436515,0.0002548005,0.00006834528,0.00001020867,0.00002201659,0.000001624663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997095,0.00004686991,0.00005988913,0.00001013514,0.000001739266,0.000002143316,0.0001071324,0.000001983605,0.00006053513],"genre_scores_gemma":[0.99976,0.00001186125,0.00003574295,0.000002882755,0.000003647812,0.000002773194,0.0001590121,7.507267e-7,0.0000233933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002069286,"threshold_uncertainty_score":0.004715681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009841928792684869,"score_gpt":0.2795650976548411,"score_spread":0.2697231688621562,"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."}}