{"id":"W2981468861","doi":"10.1007/s12028-019-00867-5","title":"The Use of Standardized Management Protocols for Critically Ill Patients with Non-traumatic Subarachnoid Hemorrhage: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University Health Network; University of Ottawa; University of Toronto","funders":"","keywords":"Medicine; Neurointensive care; Observational study; Randomized controlled trial; Subarachnoid hemorrhage; Intensive care medicine; Neurology; Emergency medicine; Systematic review; MEDLINE; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01068554,0.001419772,0.009100718,0.00577926,0.0006733066,0.003234676,0.00259709,0.002328319,0.003756959],"category_scores_gemma":[0.06116888,0.001267307,0.0110477,0.005618867,0.001138006,0.002790919,0.002007541,0.002113493,0.0002547948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003767196,"about_ca_system_score_gemma":0.01140793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009640565,"about_ca_topic_score_gemma":0.03026037,"domain_scores_codex":[0.9887601,0.003381997,0.00550778,0.0008870446,0.001219472,0.0002436007],"domain_scores_gemma":[0.969214,0.02169802,0.006567718,0.0005134196,0.001706426,0.000300462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004144394,0.00002986638,0.0009246898,0.9398265,0.02003588,0.0000485003,0.0001834031,0.000125126,0.0001059134,0.0001547958,0.001050315,0.03710048],"study_design_scores_gemma":[0.001204457,0.0003017365,0.005048851,0.7947046,0.1860099,0.0002103093,0.0004129192,0.0001441342,0.0001787736,0.0003745984,0.01133289,0.00007681918],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001446545,0.9969417,0.0002369861,0.0002267223,0.0001634819,0.0005042588,0.0002983752,0.0000108427,0.0001709832],"genre_scores_gemma":[0.02307373,0.9733258,0.001736266,0.0008618419,0.00007589367,0.0005792673,0.000261478,0.00001019666,0.00007552062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01068554,"threshold_uncertainty_score":0.05651116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06184883746267442,"score_gpt":0.3515756759829198,"score_spread":0.2897268385202454,"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."}}