{"id":"W4250754785","doi":"10.1017/cjn.2019.209","title":"P.116 Predicting cerebral vasospasm following aneurysmal subarachnoid hemorrhage is still an imperfect science","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Vasospasm; Cerebral vasospasm; Cerebral blood flow; Middle cerebral artery; Anesthesia; Aneurysm; Asymptomatic; Cardiology; Radiology; Ischemia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002832659,0.0005775801,0.0006855165,0.001421599,0.0004936986,0.00234604,0.001105355,0.001092147,0.01197957],"category_scores_gemma":[0.01546002,0.0002307508,0.0004014236,0.001838558,0.001081389,0.001710495,0.000502179,0.001282508,0.004941946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000427726,"about_ca_system_score_gemma":0.001842493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005987886,"about_ca_topic_score_gemma":0.004453313,"domain_scores_codex":[0.9993205,0.0002442648,0.0000872391,0.00008061752,0.0002177574,0.0000496395],"domain_scores_gemma":[0.9903795,0.005365591,0.001404298,0.0004366913,0.00194501,0.0004690141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007736061,0.0001784126,0.8215914,0.000672004,0.0001642413,0.0007286334,0.0001073535,0.0005890496,0.0004126958,0.0006918096,0.02095265,0.1531381],"study_design_scores_gemma":[0.0002327176,0.001769556,0.9318393,0.002399875,0.000460697,0.007074249,0.001221059,0.01014212,0.0009040062,0.01433358,0.02952579,0.00009703595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6597101,0.1420685,0.01654927,0.106283,0.007542644,0.000596963,0.01220529,0.0007105352,0.05433371],"genre_scores_gemma":[0.9397537,0.03336247,0.008884888,0.002499237,0.006745959,0.0001408801,0.003497967,0.0000922094,0.005022802],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01197957,"threshold_uncertainty_score":0.04007566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150860723388389,"score_gpt":0.2651363985780645,"score_spread":0.2436277913441806,"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."}}