{"id":"W4281770875","doi":"10.5853/jos.2022.00752","title":"Global Impact of the COVID-19 Pandemic on Cerebral Venous Thrombosis and Mortality","year":2022,"lang":"en","type":"article","venue":"Journal of Stroke","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Genentech; Ministerstvo Školství, Mládeže a Tělovýchovy; Bristol-Myers Squibb; Siemens Foundation; Penumbra; Stryker; Norsvin; Medtronic","keywords":"Medicine; Pandemic; Confidence interval; Coronavirus disease 2019 (COVID-19); Stroke (engine); Venous thrombosis; Incidence (geometry); Retrospective cohort study; Mortality rate; Emergency medicine; Intracranial Thrombosis; Thrombosis; Pediatrics; Internal medicine; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006114335,0.0001486573,0.0005575737,0.00008449051,0.0002023888,0.00001205097,0.0002243751,0.00005447849,0.0005211436],"category_scores_gemma":[0.0002082905,0.0000944709,0.0004746488,0.0002605794,0.0001475168,0.00006219017,0.0001534439,0.0004661072,9.681055e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460868,"about_ca_system_score_gemma":0.0008228855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008380674,"about_ca_topic_score_gemma":0.00008280866,"domain_scores_codex":[0.9982216,0.0001636279,0.0004784682,0.000139273,0.0007676614,0.000229317],"domain_scores_gemma":[0.9986736,0.00008977111,0.0005755174,0.0002944471,0.00008888134,0.0002778458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002714231,0.0005770232,0.9923189,0.00004127174,0.0005719428,0.00001825605,0.0003989096,0.0005094033,0.002008257,0.00006029788,0.002934893,0.0002894393],"study_design_scores_gemma":[0.001830063,0.003991504,0.9910429,0.00002828536,0.000405294,0.001518638,0.0003364032,0.00002399828,0.00006620626,0.0002913711,0.0003873633,0.00007803587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972965,0.0001762546,0.00001151978,0.001086908,0.000266177,0.0001977912,0.0002953887,0.00001110986,0.0006583432],"genre_scores_gemma":[0.9988677,0.00004374966,0.00005547298,0.0008320621,0.0001395347,0.000001824485,0.000001923503,0.00001307897,0.0000446567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003414481,"threshold_uncertainty_score":0.5706157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06871416756477393,"score_gpt":0.3657391311644474,"score_spread":0.2970249635996735,"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."}}