{"id":"W3028193385","doi":"10.1161/strokeaha.120.030091","title":"Improving Stroke Care in Times of the COVID-19 Pandemic Through Simulation","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Pandemic; Dispose pattern; Personal protective equipment; Stroke (engine); Coronavirus disease 2019 (COVID-19); Medical emergency; Infection control; Infectious disease (medical specialty); Intensive care medicine; Disease; Pathology","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":[0.005645748,0.0008149865,0.0004863006,0.0007139107,0.001796956,0.002334611,0.001401957,0.001366332,0.005574689],"category_scores_gemma":[0.01705569,0.000278517,0.0008755515,0.0003725365,0.0007431967,0.001741481,0.004424902,0.002692116,0.001809462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674489,"about_ca_system_score_gemma":0.007698356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00428376,"about_ca_topic_score_gemma":0.01273356,"domain_scores_codex":[0.9958336,0.003031517,0.0001990834,0.0001298118,0.0002405643,0.0005653609],"domain_scores_gemma":[0.9947648,0.00136598,0.0003634487,0.0003710327,0.0005063079,0.002628391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001439063,0.01864698,0.08169889,0.001665754,0.0004963517,0.005596749,0.02754659,0.07946411,0.002635049,0.01177066,0.1696011,0.5994387],"study_design_scores_gemma":[0.002416922,0.01484162,0.07041393,0.009797138,0.0005945158,0.005765015,0.06489506,0.2268652,0.007916527,0.1165096,0.479,0.00098429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.676024,0.00426179,0.1021209,0.1022281,0.003878186,0.003536379,0.0007852674,0.003577437,0.1035879],"genre_scores_gemma":[0.8826762,0.006539741,0.09555373,0.006751834,0.000757056,0.001703098,0.0006671718,0.0001766003,0.005174422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005645748,"threshold_uncertainty_score":0.02985793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03659936649516387,"score_gpt":0.3104956514136271,"score_spread":0.2738962849184632,"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."}}