{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004061494,0.0003045742,0.0006222549,0.0006265444,0.002354088,0.0002727811,0.0008340344,0.0002119859,0.001670225],"category_scores_gemma":[0.02091286,0.0002025701,0.0002602159,0.0009948433,0.001644329,0.000660071,0.00007551577,0.001254976,0.000006012408],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004081144,"about_ca_system_score_gemma":0.01977499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009336856,"about_ca_topic_score_gemma":0.03019549,"domain_scores_codex":[0.9952599,0.0009863845,0.001162059,0.0005978047,0.0008364298,0.001157378],"domain_scores_gemma":[0.9837844,0.0004801394,0.0008006605,0.000129286,0.0003372416,0.01446823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004593506,0.00004907993,0.9706543,0.00008052999,0.00003195048,0.007750211,0.0008810877,0.0002559755,0.0001307082,0.000257099,0.01264555,0.006804139],"study_design_scores_gemma":[0.001654288,0.2828087,0.5558951,0.0001246953,0.0002353364,0.03654678,0.0009096128,0.0009005272,0.0001102829,0.01632522,0.1038388,0.0006506443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8830099,0.002707923,0.00005897,0.1126743,0.0005382493,0.000268708,0.00001920123,0.00002354444,0.0006992378],"genre_scores_gemma":[0.9472388,0.002731726,0.00115147,0.04839118,0.0003919215,0.000002235882,6.993203e-7,0.00001028284,0.00008166436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4147592,"threshold_uncertainty_score":0.9992424,"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."}}