{"id":"W3170865046","doi":"10.1017/cjn.2021.127","title":"Canadian Stroke Best Practice Recommendations: Secondary Prevention of Stroke Update 2020","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; University of Alberta; Regional Municipality of Waterloo; Queen Elizabeth II Health Sciences Centre; University of Toronto; Western University; Centre Hospitalier de l’Université de Montréal; Université Laval; University of Saskatchewan; Heart and Stroke Foundation; University of British Columbia, Okanagan Campus; Yukon University; University of British Columbia; Dalhousie University; McGill University Health Centre; University of Ottawa; St Martha's Regional Hospital; University of Calgary; McMaster University; Ontario Stroke Network; Sunnybrook Health Science Centre; Ottawa Hospital; Health Sciences Centre","funders":"Allergan; Ipsen; Nova Scotia Health Research Foundation; Canadian Association of Emergency Physicians; Biogen; Pfizer; Canadian Stroke Consortium; Research Nova Scotia; University of Pennsylvania; Sanofi; Servier; Canadian Institutes of Health Research; Women's College Hospital","keywords":"Medicine; Stroke (engine); Intensive care medicine; Patent foramen ovale; Atrial fibrillation; Triage; Guideline; Antithrombotic; Physical therapy; Medical emergency; Internal medicine; Migraine","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":[0.01001339,0.00189342,0.002937765,0.007120192,0.003702289,0.005467441,0.007323225,0.007207116,0.05316676],"category_scores_gemma":[0.05372668,0.001208544,0.004250649,0.009229807,0.001206821,0.002757609,0.003258589,0.009711851,0.0266163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04203676,"about_ca_system_score_gemma":0.2016361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8601102,"about_ca_topic_score_gemma":0.8714877,"domain_scores_codex":[0.9872154,0.001871805,0.001757127,0.0004970828,0.007259369,0.001399211],"domain_scores_gemma":[0.9413545,0.003832288,0.00150987,0.0006062953,0.04758784,0.00510924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002289301,0.00002804126,0.0002688558,0.0009784115,0.00003237231,0.00003548868,0.00004478217,0.00007438537,0.00001677521,0.001209271,0.9536328,0.04365589],"study_design_scores_gemma":[0.0001842025,0.00001862804,0.002611423,0.006096458,0.0001287734,0.0000893688,0.0001237624,0.0001554294,0.00004466904,0.00152121,0.9889718,0.0000542981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00110884,0.1191211,0.007217551,0.3945143,0.03354363,0.005024557,0.1310919,0.002509779,0.3058684],"genre_scores_gemma":[0.01604068,0.2912729,0.0704489,0.2397658,0.01076846,0.00907004,0.2367447,0.00137584,0.1245126],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1398898,"threshold_uncertainty_score":0.3049995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05511140019308512,"score_gpt":0.3461587474615888,"score_spread":0.2910473472685037,"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."}}