{"id":"W2059027560","doi":"10.1007/s002340000434","title":"Monitoring cerebral perfusion after subarachnoid hemorrhage using CT","year":2001,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University; Robarts Clinical Trials","funders":"Medical Research Council; Deutsche Forschungsgemeinschaft; London Health Sciences Centre","keywords":"Medicine; Subarachnoid hemorrhage; Vasospasm; Neuroradiology; Cerebral blood flow; Neurology; Cerebral vasospasm; Cerebral blood volume; Nuclear medicine; Perfusion; Neurosurgery; Blood volume; Perfusion scanning; Anesthesia; Cardiology; Radiology","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":[0.00003443522,0.0001519102,0.0002237767,0.00009138186,0.0001259549,0.00001080442,0.00007488488,0.00005588885,0.0002687051],"category_scores_gemma":[0.00002113634,0.0001307863,0.00008564476,0.0001604638,0.00006276443,0.0000595665,0.00003454932,0.0002002413,0.000136786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005280382,"about_ca_system_score_gemma":0.0000280189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004199654,"about_ca_topic_score_gemma":0.000002166059,"domain_scores_codex":[0.9990934,0.00004696923,0.000174644,0.0002966244,0.00009057128,0.0002978461],"domain_scores_gemma":[0.999491,0.00002987573,0.00004139072,0.0002971757,0.00004267922,0.00009785145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003143451,0.0002103924,0.8926919,0.00002373315,0.000009584548,0.003218545,0.00007893422,0.00001396964,0.09089253,0.000103174,0.00002420844,0.01241873],"study_design_scores_gemma":[0.001777584,0.0007834368,0.9504746,0.00002056029,0.0002750373,0.03084606,0.00005527154,0.005319596,0.008020914,0.0002121627,0.001912235,0.0003025078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962773,0.0002102618,0.0001312215,0.001028504,0.0004145726,0.0002060768,0.000002409936,0.0001109796,0.00161872],"genre_scores_gemma":[0.9970115,0.00002267495,0.001126899,0.0004302468,0.0006392237,0.00002703951,0.000009428631,0.00002498231,0.0007079678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08287162,"threshold_uncertainty_score":0.5333309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025963004793186,"score_gpt":0.274879627769948,"score_spread":0.248916622976762,"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."}}