{"id":"W3028893693","doi":"10.1017/cjn.2020.101","title":"COVID-19: Stroke Admissions, Emergency Department Visits, and Prevention Clinic Referrals","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Schulich School of Medicine and Dentistry; Robarts Research Institute; Schulich School of Medicine and Dentistry, Western University; London Health Sciences Centre; Lawson Health Research Institute","keywords":"Medicine; Stroke (engine); Emergency department; Coronavirus disease 2019 (COVID-19); Emergency medicine; Pandemic; Medical emergency; Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pediatrics; Disease; Infectious disease (medical specialty); Internal medicine; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0008493382,0.0002682124,0.000275101,0.00108043,0.0008876527,0.001077658,0.0009799929,0.0006334296,0.003575332],"category_scores_gemma":[0.00737843,0.0002417011,0.0005540696,0.002094308,0.000416273,0.000643805,0.001270621,0.001173695,0.0003587135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008501233,"about_ca_system_score_gemma":0.01037811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.762058,"about_ca_topic_score_gemma":0.8838711,"domain_scores_codex":[0.9979843,0.0003743517,0.0001909798,0.0001885433,0.0006079503,0.0006538978],"domain_scores_gemma":[0.994125,0.0005562746,0.002884854,0.0001088381,0.001005593,0.001319491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004341573,0.00005370143,0.9953877,0.00002820775,0.00003692334,0.00005164692,0.0002954263,0.00007953226,0.00002871868,0.00005401027,0.001129313,0.002811352],"study_design_scores_gemma":[0.000003284045,0.00003224397,0.9987484,0.00002303957,0.00001301274,0.00003646435,0.0005258746,0.0001187505,0.00001539418,0.00001702244,0.0004627185,0.000003821768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851478,0.0007434005,0.000103112,0.001979509,0.00003702041,0.00006650184,0.005813408,0.00001676852,0.006092536],"genre_scores_gemma":[0.996901,0.0003861145,0.0001128666,0.0002581159,0.00003310785,0.00002242675,0.001482922,0.000003798348,0.0007995304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.237942,"threshold_uncertainty_score":0.4786865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1825275897841714,"score_gpt":0.4231299731503165,"score_spread":0.2406023833661452,"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."}}