{"id":"W3136105268","doi":"10.1161/str.52.suppl_1.14","title":"Abstract 14: Global Impact of the Covid-19 Pandemic on Subarachnoid Hemorrhage","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hillsborough Hospital","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Aneurysm; Endovascular coiling; Stroke (engine); Pandemic; Embolization; Coronavirus disease 2019 (COVID-19); Observational study; Retrospective cohort study; Psychological intervention; Emergency medicine; Surgery; Endovascular treatment; 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":[0.0007124565,0.0002944884,0.0002914084,0.0005652783,0.0002130299,0.001067179,0.0002790414,0.0003185995,0.002965492],"category_scores_gemma":[0.00242787,0.000101815,0.000408319,0.00150737,0.0003473205,0.0007588396,0.0008493873,0.0004595082,0.0003954832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006404434,"about_ca_system_score_gemma":0.001137917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518832,"about_ca_topic_score_gemma":0.01021133,"domain_scores_codex":[0.9995919,0.0001122879,0.0000577473,0.0000711901,0.00007821462,0.00008869643],"domain_scores_gemma":[0.998051,0.000189953,0.0011026,0.00009286121,0.0003359755,0.0002276388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008881567,0.00002057433,0.9878508,0.0001593484,0.000116707,0.00008440345,0.0001260654,0.0002399052,0.0001085676,0.000149274,0.003022032,0.008033536],"study_design_scores_gemma":[0.000004943441,0.0000368397,0.9978017,0.00006075044,0.00002812378,0.0001044078,0.0002477847,0.0001225248,0.00006606976,0.0000702853,0.001453088,0.000003539697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553679,0.004378661,0.0004041343,0.002900202,0.0001672758,0.00005259112,0.03071231,0.00005402818,0.005962824],"genre_scores_gemma":[0.9863262,0.002220194,0.0003233468,0.0005846316,0.0001767506,0.00003846738,0.009937904,0.000008961004,0.0003834956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518832,"threshold_uncertainty_score":0.03019983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0714464978393801,"score_gpt":0.4079820971953181,"score_spread":0.336535599355938,"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."}}