{"id":"W4391665065","doi":"10.5853/jos.2022.00752.e1","title":"Global Impact of the COVID-19 Pandemic on Cerebral Venous Thrombosis and Mortality","year":2024,"lang":"en","type":"article","venue":"Journal of Stroke","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Venous thrombosis; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Thrombosis; Intracranial Thrombosis; Intensive care medicine; Cardiology; Internal medicine; Virology; Infectious disease (medical specialty); Disease","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":[0.0004720689,0.0001643665,0.0005314366,0.00009630172,0.00006744892,0.00003350298,0.0001531854,0.0001055698,0.0001898202],"category_scores_gemma":[0.0002227758,0.00009218312,0.0005272439,0.0002630866,0.0001766221,0.00009977295,0.00005774673,0.0003823945,0.000004111243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009280122,"about_ca_system_score_gemma":0.0008736935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005701299,"about_ca_topic_score_gemma":0.0001039878,"domain_scores_codex":[0.9985403,0.00007642257,0.0004693294,0.0001526995,0.0005400519,0.0002211647],"domain_scores_gemma":[0.9989849,0.0001198724,0.0002500503,0.0002524015,0.00009353978,0.0002992429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000124893,0.0002676997,0.9903309,0.0001800705,0.000944474,0.00003671715,0.0003876322,0.00007875371,0.002820649,0.000154183,0.003846015,0.0008279778],"study_design_scores_gemma":[0.000882749,0.002219581,0.9932975,0.0002482917,0.0006307883,0.001414115,0.0001058445,0.00005861078,0.000147357,0.0005116266,0.0004041085,0.00007945386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996298,0.0006780974,0.00003622756,0.00131145,0.0003956296,0.0001658261,0.0001790496,0.00002239766,0.0009133423],"genre_scores_gemma":[0.99901,0.0001562119,0.00007060647,0.000408696,0.0002796684,6.846367e-7,0.000001163694,0.00001545096,0.00005757172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003441906,"threshold_uncertainty_score":0.3759118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0691257790523556,"score_gpt":0.3817632574477645,"score_spread":0.3126374783954088,"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."}}