{"id":"W4224996002","doi":"10.1017/cjn.2022.44","title":"Subarachnoid Hemorrhage, Delayed Cerebral Ischemia, and Milrinone Use in Canada","year":2022,"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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; McGill University Health Centre; University of Manitoba; University of Saskatchewan; Royal University Hospital; Université de Sherbrooke; McMaster University; University of Calgary; Hamilton General Hospital; Montreal Neurological Institute and Hospital; Dalhousie University","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Neurointensive care; Milrinone; Neurosurgery; Intensive care unit; Emergency medicine; Intensive care medicine; Anesthesia; Medical emergency; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007032999,0.0001527766,0.0002110056,0.001440376,0.002104506,0.0008957812,0.0007880819,0.0003769786,0.003150684],"category_scores_gemma":[0.005118086,0.0001917407,0.0002382896,0.005523866,0.0006987486,0.0003229583,0.0006439259,0.0005784679,0.0001105431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02107959,"about_ca_system_score_gemma":0.06671016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907172,"about_ca_topic_score_gemma":0.9909301,"domain_scores_codex":[0.9990407,0.00008138284,0.00009714147,0.00007816985,0.0004610274,0.0002415034],"domain_scores_gemma":[0.9953512,0.0005422921,0.001215433,0.00004911225,0.001843178,0.0009987642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005064793,0.00003938856,0.9840043,0.0003693202,0.00002570823,0.0002348432,0.001262856,0.00006869599,0.00006300425,0.0001896808,0.003958307,0.009733274],"study_design_scores_gemma":[0.000007581007,0.00002281459,0.9939901,0.0002508819,0.00002072304,0.0001675974,0.002410162,0.0001103738,0.00003225019,0.00004226419,0.002935391,0.000009890477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478767,0.01235344,0.0001773362,0.01023106,0.0001047396,0.0001914679,0.01269477,0.00002319336,0.01634728],"genre_scores_gemma":[0.9897682,0.006689828,0.0003001348,0.0007639736,0.00003170218,0.00004821757,0.001675302,0.000004010736,0.0007186368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02107959,"threshold_uncertainty_score":0.1529438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640737287522752,"score_gpt":0.2389638633913523,"score_spread":0.2125564905161248,"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."}}