{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01291076,0.002775019,0.01703504,0.007297695,0.0006600884,0.003275423,0.001915994,0.002386313,0.003137622],"category_scores_gemma":[0.03204098,0.001559049,0.03703864,0.007305163,0.0006859998,0.001913022,0.001465422,0.001575878,0.0002730351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002691287,"about_ca_system_score_gemma":0.004028093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009385596,"about_ca_topic_score_gemma":0.01933298,"domain_scores_codex":[0.9914532,0.003913659,0.00249983,0.0008268623,0.0009844254,0.0003220715],"domain_scores_gemma":[0.9827314,0.0121916,0.00284758,0.0004031803,0.001610941,0.0002153359],"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":[0.001867632,0.00003380658,0.004240457,0.423641,0.5566986,0.0001722886,0.0001121051,0.0004404896,0.0002024838,0.0001134498,0.0006524881,0.01182517],"study_design_scores_gemma":[0.0005137845,0.0001609284,0.003237947,0.02676487,0.9679028,0.00009845091,0.00003969867,0.000129762,0.00006737211,0.00009601414,0.0009677508,0.00002066193],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004905269,0.9937085,0.0002994944,0.0001540122,0.0001170117,0.0002320209,0.0003792646,0.00001560294,0.0001887803],"genre_scores_gemma":[0.1305051,0.8640072,0.002141994,0.0008709011,0.0002781991,0.001203272,0.0006786706,0.00001963508,0.0002950325],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01703504,"threshold_uncertainty_score":0.0682795,"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."}}