{"id":"W4417490077","doi":"10.1007/s00062-025-01600-w","title":"Patient Management After Flow Diversion for Unruptured Intracranial Aneurysms: a Literature Review and DELPHI Consensus","year":2025,"lang":"en","type":"review","venue":"Clinical Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University Health Network; University of Toronto; Dalhousie University; University of Alberta; Université Laval; University of Calgary","funders":"","keywords":"Delphi method; Delphi; MEDLINE; Audit; Best practice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004334178,0.0006458997,0.0018267,0.0055697,0.0006658584,0.001985811,0.001137478,0.001293063,0.002921537],"category_scores_gemma":[0.007561036,0.0003859701,0.001646554,0.004438849,0.0007969156,0.002273673,0.001387876,0.001209113,0.0003922573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009795476,"about_ca_system_score_gemma":0.003579231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249789,"about_ca_topic_score_gemma":0.003529645,"domain_scores_codex":[0.9979063,0.0004971795,0.0009508225,0.0002106827,0.0003380193,0.00009706097],"domain_scores_gemma":[0.9961231,0.002419162,0.0007713932,0.00006401964,0.0005336519,0.00008859667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000192072,0.00009085378,0.004263201,0.129981,0.00109618,0.001625746,0.00105592,0.0003245233,0.0007913355,0.001658422,0.02094108,0.8379796],"study_design_scores_gemma":[0.0002068834,0.000328395,0.02342165,0.4340276,0.007958479,0.01741114,0.004563129,0.0003388252,0.001047775,0.002701601,0.5077784,0.0002160947],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001203065,0.9961548,0.0002655809,0.001078927,0.0001874087,0.00004812391,0.0001062776,0.000006163281,0.0009496029],"genre_scores_gemma":[0.007178252,0.9906797,0.000738885,0.0009675809,0.0001273305,0.00004984824,0.0001229766,0.000002678436,0.0001326834],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0055697,"threshold_uncertainty_score":0.02292162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03583840277781437,"score_gpt":0.3633473041356124,"score_spread":0.3275089013577981,"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."}}