{"id":"W4384201131","doi":"10.17650/1683-3295-2023-25-2-114-129","title":"Low-flow extra-intracranial bypass in acute carotid and vertebrobasilar ischemic stroke (literature review)","year":2023,"lang":"en","type":"article","venue":"Russian journal of neurosurgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Revascularization; Cerebral blood flow; Basilar artery; Vertebral artery; Radiology; Cardiology","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":[0.0008017775,0.0008034621,0.002537153,0.006146863,0.0004111369,0.001094149,0.001145391,0.001073073,0.004593366],"category_scores_gemma":[0.002334673,0.0003440287,0.002084544,0.007372819,0.0004245514,0.00140966,0.0005060534,0.0004993939,0.000485988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007016711,"about_ca_system_score_gemma":0.002565051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003053802,"about_ca_topic_score_gemma":0.00471796,"domain_scores_codex":[0.999448,0.00008446186,0.0002558964,0.00007738602,0.00009891142,0.00003528349],"domain_scores_gemma":[0.9981376,0.001047559,0.0005043779,0.00002418429,0.0002429269,0.00004331522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000315619,0.00008842282,0.002333567,0.6973615,0.001963759,0.001200295,0.0002339802,0.0001613464,0.0005449453,0.0004119652,0.01035938,0.2850252],"study_design_scores_gemma":[0.0004151324,0.0009155441,0.03663368,0.6647664,0.04142813,0.01896041,0.001015241,0.000314269,0.001067102,0.001188871,0.2331751,0.0001201124],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005873236,0.9989422,0.00002425016,0.00008256056,0.00006413417,0.00002106344,0.00007293071,0.000002424328,0.0002030263],"genre_scores_gemma":[0.003720987,0.9957462,0.00009644035,0.0001409446,0.00009830083,0.00002855721,0.00008961975,6.350756e-7,0.00007821307],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006146863,"threshold_uncertainty_score":0.01536638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007776936479352387,"score_gpt":0.2379768920375266,"score_spread":0.2301999555581742,"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."}}