{"id":"W4413981373","doi":"10.1148/rg.250017","title":"Arterial Ischemic Stroke in Children: Navigating Diagnostic and Management Pathways","year":2025,"lang":"en","type":"review","venue":"Radiographics","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Medicine; Stroke (engine); Ischemic stroke; Arterial Ischemic Stroke; Intensive care medicine; Neuroimaging; Acute stroke; Radiology; Emergency department; Ischemia; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003336761,0.0006689271,0.001931578,0.0009517177,0.00006814366,0.00005535698,0.0002921438,0.0004108073,0.00001434255],"category_scores_gemma":[0.0001585287,0.00061886,0.0005642993,0.001247334,0.0001425493,0.00005134543,0.0003985577,0.001036697,0.000007622847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389407,"about_ca_system_score_gemma":0.00009170292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001522775,"about_ca_topic_score_gemma":0.000002223803,"domain_scores_codex":[0.9972284,0.00008451696,0.0008947272,0.0008582087,0.0004002713,0.0005338874],"domain_scores_gemma":[0.9983577,0.0004236833,0.0002973391,0.0007387419,0.0000253938,0.0001571405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001196097,0.0001359014,0.004613198,0.03824497,0.001524398,0.0003089474,0.00003897622,1.965743e-7,0.000001465591,0.0003211265,0.01157137,0.9432275],"study_design_scores_gemma":[0.001679869,0.00007285562,0.001324275,0.07379276,0.005014589,0.0002256172,0.00003846019,0.000005416114,0.000001822972,0.00000633491,0.9172814,0.0005566345],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001241288,0.9871724,0.00005403629,0.00004750433,0.0003051516,0.003391617,0.0001534859,0.0001140313,0.00752048],"genre_scores_gemma":[0.000166983,0.9964253,0.001457796,0.0001585202,0.0003080529,0.0005210373,0.0006145983,0.00007306881,0.0002746531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9426709,"threshold_uncertainty_score":0.9996263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385713109078781,"score_gpt":0.2819535138641551,"score_spread":0.2680963827733673,"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."}}