{"id":"W2058203181","doi":"10.1007/s10143-015-0617-3","title":"Diagnosis of cerebral vasospasm and risk of delayed cerebral ischemia related to aneurysmal subarachnoid haemorrhage: an overview of available tools","year":2015,"lang":"en","type":"review","venue":"Neurosurgical Review","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Vasospasm; Subarachnoid hemorrhage; Ischemia; Cerebral vasospasm; Subarachnoid haemorrhage; Neurosurgery; Cardiology; Aneurysm; Internal medicine; Intensive care medicine; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007928609,0.0007611709,0.005474094,0.0001988266,0.00006387673,0.00001825849,0.0004689743,0.0004302821,0.001025574],"category_scores_gemma":[0.0008576122,0.0005558732,0.001085991,0.001283575,0.0002339542,0.0001642162,0.0002395083,0.0007626317,0.0001302605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006573843,"about_ca_system_score_gemma":0.000397469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008669262,"about_ca_topic_score_gemma":0.000004592388,"domain_scores_codex":[0.9948342,0.000550385,0.002533318,0.0009380512,0.0006972143,0.0004468402],"domain_scores_gemma":[0.9954077,0.0005200527,0.001559852,0.00141684,0.0005130628,0.000582477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001166554,0.001171185,0.002130893,0.1963517,0.0002797774,0.0001783352,0.00002666113,4.582963e-7,0.00001083288,0.0009467155,0.002428633,0.7963581],"study_design_scores_gemma":[0.001529313,0.0028243,0.0006364337,0.0384635,0.02143017,0.001802867,0.000002893359,0.00002332499,0.00009153292,0.0000811776,0.9323804,0.0007341111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01099864,0.983485,0.000001150975,0.0001448098,0.00009949267,0.003364799,0.0007475211,0.00005482777,0.0011038],"genre_scores_gemma":[0.0009201905,0.9968246,0.0004902314,0.000161726,0.00005269936,0.0003613003,0.0004529472,0.00009860987,0.0006376456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9299517,"threshold_uncertainty_score":0.9998876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141230488119283,"score_gpt":0.3574998285453659,"score_spread":0.2433767797334376,"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."}}