{"id":"W4308045523","doi":"10.1016/j.wneu.2022.11.003","title":"Current Treatment Management of Aneurysmal Subarachnoid Hemorrhage with Prevailing Trends and Results in Tanzania: A Single-Center Experience at Muhimbili Orthopedic and Neurosurgery Institute","year":2022,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Interquartile range; Modified Rankin Scale; Subarachnoid hemorrhage; Neurosurgery; Aneurysm; Orthopedic surgery; Surgery; Internal medicine","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":[0.0003229768,0.0002259502,0.0001741168,0.0004936334,0.001127677,0.0006952225,0.0004296037,0.0003635476,0.001207559],"category_scores_gemma":[0.001014917,0.0001708945,0.0001591254,0.0007165638,0.0004426913,0.0003708261,0.0004929723,0.0003712341,0.000162977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000961092,"about_ca_system_score_gemma":0.001804883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008817866,"about_ca_topic_score_gemma":0.02293539,"domain_scores_codex":[0.9997527,0.00004744064,0.00003900128,0.0000178338,0.0000286652,0.0001143782],"domain_scores_gemma":[0.9995707,0.00005105847,0.000179049,0.00001424401,0.00005954744,0.0001253899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002751348,0.0006014264,0.910728,0.0002925746,0.0000574746,0.02215295,0.008229502,0.0002716603,0.003995459,0.0004591705,0.001447429,0.05148924],"study_design_scores_gemma":[0.00004257468,0.001080988,0.9148329,0.0003879583,0.0001225948,0.04462345,0.02980473,0.0004642772,0.001540691,0.0002987171,0.006744872,0.00005624984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960554,0.002275159,0.000117378,0.0004361755,0.00002347239,0.00001897762,0.00005362901,0.000004321248,0.001015469],"genre_scores_gemma":[0.9955865,0.003357493,0.0002785154,0.000185088,0.00003735981,0.00001582664,0.00009915139,0.000005703771,0.0004343863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008817866,"threshold_uncertainty_score":0.01753306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028702157858551,"score_gpt":0.2589555694174442,"score_spread":0.2286685478388587,"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."}}