{"id":"W4413981168","doi":"10.1136/jnis-2025-024020","title":"Efficacy of flow diversion in blister-like intracranial aneurysms during acute subarachnoid hemorrhage: a single-arm meta-analysis","year":2025,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Modified Rankin Scale; Subarachnoid hemorrhage; Cochrane Library; Occlusion; Meta-analysis; Aneurysm; Endovascular coiling; Observational study; Surgery; Endovascular treatment; Internal medicine; Ischemia","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":[0.01396085,0.002918917,0.01786795,0.003928417,0.0006383863,0.003750122,0.001905408,0.002807026,0.003060313],"category_scores_gemma":[0.02279978,0.00144599,0.06074134,0.003664337,0.0006989411,0.001731914,0.001339011,0.002231963,0.0002890652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818482,"about_ca_system_score_gemma":0.001833578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00363651,"about_ca_topic_score_gemma":0.006294162,"domain_scores_codex":[0.9922387,0.004378086,0.001748063,0.0008365257,0.0005044758,0.0002940733],"domain_scores_gemma":[0.985688,0.01017757,0.002383088,0.0006258399,0.0008740146,0.0002514861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00849421,0.00005298656,0.002904245,0.08107344,0.9019648,0.00008928942,0.00004726184,0.0005109714,0.0002410877,0.00006617328,0.000173969,0.004381504],"study_design_scores_gemma":[0.001156188,0.0003217942,0.00176515,0.00261746,0.9934261,0.00003599731,0.00001621977,0.0001966631,0.00006484969,0.00008104294,0.0003059141,0.0000126249],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03313056,0.9631225,0.001454984,0.0002677072,0.0003440998,0.0005166416,0.0006470116,0.00006550865,0.0004510249],"genre_scores_gemma":[0.6109074,0.380336,0.003516169,0.001124269,0.0004913418,0.001733352,0.001142193,0.000054165,0.0006951108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01786795,"threshold_uncertainty_score":0.07383293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04458945372696306,"score_gpt":0.2899469119662112,"score_spread":0.2453574582392481,"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."}}