{"id":"W2327867439","doi":"10.1097/ana.0000000000000017","title":"The Need for Development of Protocol for Managing Refractory Cerebral Vasospasm","year":2014,"lang":"en","type":"letter","venue":"Journal of Neurosurgical Anesthesiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Refractory (planetary science); Cerebral vasospasm; Perioperative; Vasospasm; Protocol (science); Anesthesia; Family medicine; Emergency medicine; Subarachnoid hemorrhage; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02745301,0.0004162617,0.0008905546,0.001009774,0.004066519,0.003271289,0.003539995,0.01199237,0.00683189],"category_scores_gemma":[0.07638265,0.0004663461,0.0009820889,0.0007320888,0.002759695,0.005217039,0.002361483,0.02158581,0.003255832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007363403,"about_ca_system_score_gemma":0.0202799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818979,"about_ca_topic_score_gemma":0.00580492,"domain_scores_codex":[0.9847986,0.007232677,0.003987683,0.0007138494,0.002375384,0.0008917911],"domain_scores_gemma":[0.9428936,0.03065996,0.00426191,0.00402243,0.0128446,0.005317536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003956178,0.002008475,0.01164845,0.001733937,0.00008289523,0.03509788,0.00730055,0.002641483,0.007461286,0.06014477,0.5157795,0.3557052],"study_design_scores_gemma":[0.0007469793,0.0009493241,0.01684209,0.006562335,0.0001070999,0.03207514,0.006417684,0.004945326,0.003191962,0.08317814,0.8445176,0.0004662848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01013116,0.003977988,0.02892728,0.9079876,0.01137876,0.004693631,0.0001377209,0.0003214671,0.03244442],"genre_scores_gemma":[0.09535153,0.008680578,0.1882044,0.6566893,0.01966636,0.01457309,0.0005747117,0.0002605982,0.01599941],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02745301,"threshold_uncertainty_score":0.1451872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0545358491732519,"score_gpt":0.318229738102029,"score_spread":0.2636938889287771,"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."}}