{"id":"W2117042655","doi":"10.1007/s00134-003-1780-5","title":"The accuracy of transcranial Doppler to detect vasospasm in patients with aneurysmal subarachnoid hemorrhage","year":2003,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Toronto General Hospital; University of Toronto","funders":"University of Toronto","keywords":"Transcranial Doppler; Medicine; Subarachnoid hemorrhage; Vasospasm; Receiver operating characteristic; Middle cerebral artery; Radiology; Angiography; Cerebral vasospasm; Population; Internal medicine; Ischemia","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00009611437,0.0002401767,0.0004284752,0.0001452569,0.0001093146,0.000006448988,0.0001445094,0.00006760321,0.00009319446],"category_scores_gemma":[0.001307017,0.0001326652,0.00007044859,0.0004872256,0.0002302268,0.00004251577,0.00001368582,0.0002505876,0.00001895898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008966098,"about_ca_system_score_gemma":0.00008614861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001493766,"about_ca_topic_score_gemma":0.0001963829,"domain_scores_codex":[0.9984967,0.0000576932,0.0003971425,0.0003110798,0.0004084486,0.0003289293],"domain_scores_gemma":[0.9965367,0.0002388207,0.0001036357,0.0004500113,0.002518276,0.0001525948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01826638,0.0009184523,0.7935144,0.001104864,0.0002949149,0.001986142,0.03133012,0.0000542307,0.04097857,0.003511218,0.003627428,0.1044133],"study_design_scores_gemma":[0.02113059,0.01244818,0.930552,0.0002919234,0.0008915947,0.0006092005,0.01508844,0.00003086524,0.01563848,0.000219457,0.002568486,0.0005307628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906999,0.0004094879,0.0002458154,0.005553444,0.0002148562,0.001261171,0.00001765127,0.00003264118,0.001565074],"genre_scores_gemma":[0.9967791,0.00000518289,0.0003398893,0.002490489,0.00008391394,0.00007680285,0.00004595626,0.00002940658,0.0001493033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1370377,"threshold_uncertainty_score":0.5409931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098189965018045,"score_gpt":0.2481064055402381,"score_spread":0.2371245058900577,"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."}}