{"id":"W3127576804","doi":"10.1017/cjn.2021.27","title":"Pediatric Hyperacute Arterial Ischemic Stroke Pathways at Canadian Tertiary Care Hospitals","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Blood Coagulation and Thrombosis Mechanisms","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Vancouver General Hospital; University of Calgary; University of Alberta; SickKids Foundation; Western University; University of Toronto; BC Children's Hospital; Children's Hospital of Eastern Ontario; Children's Hospital of Western Ontario; Alberta Children's Hospital; Stollery Children's Hospital; Université de Montréal; Hospital for Sick Children; University of British Columbia; University of Ottawa","funders":"","keywords":"Medicine; Arterial Ischemic Stroke; Ischemic stroke; Stroke (engine); Emergency medicine; Pediatric stroke; Tertiary care; Cardiology; Ischemia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001663683,0.0006472502,0.0003495329,0.001681436,0.004865124,0.001510973,0.001830641,0.0006550664,0.009479219],"category_scores_gemma":[0.0066189,0.0004743681,0.0002731823,0.004868314,0.0008846443,0.0006398625,0.001541086,0.0006945844,0.0008461435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05942617,"about_ca_system_score_gemma":0.1166941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9413491,"about_ca_topic_score_gemma":0.9709528,"domain_scores_codex":[0.9970716,0.0003124804,0.0001912745,0.0004320073,0.0008836365,0.001109068],"domain_scores_gemma":[0.9845698,0.0007997791,0.002801903,0.000319325,0.00616212,0.00534702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007058794,0.0003878601,0.8502357,0.0009071878,0.0001022459,0.002155873,0.005765472,0.001503854,0.001497538,0.00143667,0.04976127,0.0855406],"study_design_scores_gemma":[0.0001644938,0.0004190077,0.9560467,0.0004700591,0.00006011594,0.001245932,0.008217408,0.001249355,0.0009417627,0.0003062566,0.03079401,0.0000848939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509211,0.002228445,0.0009755546,0.004345279,0.0001119814,0.001882665,0.01128408,0.0002979893,0.02795303],"genre_scores_gemma":[0.9765838,0.003060224,0.005961461,0.002603888,0.00008806726,0.000736794,0.00595537,0.00004115433,0.004969168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9413491,"threshold_uncertainty_score":0.4311691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596044720750331,"score_gpt":0.2507666735451181,"score_spread":0.2248062263376148,"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."}}