{"id":"W4296619349","doi":"10.1161/strokeaha.122.039584","title":"Direct, Indirect, and Combined Extracranial-to-Intracranial Bypass for Adult Moyamoya Disease: An Updated Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Stroke","topic":"Moyamoya disease diagnosis and treatment","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Science Center, University of Tennessee","keywords":"Medicine; Moyamoya disease; Stroke (engine); Odds ratio; Meta-analysis; Internal medicine; Stenosis; Occlusion; Intracerebral hemorrhage; Internal carotid artery; Cardiology; Surgery; Subarachnoid hemorrhage","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007652497,0.001170587,0.01348359,0.0006361281,0.0003071997,0.0001426945,0.0002994321,0.0001947745,0.00227862],"category_scores_gemma":[0.0005972969,0.0008005031,0.003815789,0.0008369748,0.00007024015,0.00009919795,0.0001540165,0.0003275769,0.0000172782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001862989,"about_ca_system_score_gemma":0.0002792454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005626374,"about_ca_topic_score_gemma":0.0000616315,"domain_scores_codex":[0.9945657,0.0008200681,0.001702448,0.001542941,0.0007714761,0.0005974074],"domain_scores_gemma":[0.9954823,0.0005943094,0.0007881902,0.001448302,0.0002712636,0.001415616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001412949,0.00095578,0.00001999071,0.702616,0.2882013,0.0004020685,0.00003623538,3.019619e-7,1.44156e-7,0.00009845384,0.001605165,0.005923173],"study_design_scores_gemma":[0.0008876252,0.0004480359,0.00002919462,0.008731099,0.9063078,0.00004198913,0.00001551466,0.00002491606,2.991003e-7,0.000006581634,0.08288797,0.0006190269],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002643124,0.966531,0.00001938928,0.0004772068,0.00007730984,0.01647587,0.0160491,0.0001354048,0.0002083161],"genre_scores_gemma":[0.0001898656,0.9719604,0.0003599285,0.001418649,0.000073811,0.01682544,0.00682757,0.0001586065,0.002185769],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.693885,"threshold_uncertainty_score":0.9994446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05465559803516816,"score_gpt":0.343638750048984,"score_spread":0.2889831520138159,"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."}}