{"id":"W4399588190","doi":"10.1161/strokeaha.123.044386","title":"Hemodynamic Stroke: Emerging Concepts, Risk Estimation, and Treatment","year":2024,"lang":"en","type":"review","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Schweizerische Herzstiftung; University of Toronto; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Hemodynamics; Stroke (engine); Cardiology; Blood pressure; Blood flow; Thrombosis; Internal medicine; Cerebral blood flow; Occlusion; Perfusion scanning; Perfusion","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001367045,0.0009846133,0.001992793,0.003575855,0.000275101,0.001723662,0.0009465669,0.001299754,0.003886278],"category_scores_gemma":[0.003768482,0.0003286939,0.001212395,0.00221511,0.0006338372,0.001592692,0.0007833955,0.00210174,0.001296446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008498759,"about_ca_system_score_gemma":0.001904085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620254,"about_ca_topic_score_gemma":0.002347063,"domain_scores_codex":[0.9994146,0.0001428487,0.000150572,0.00009237494,0.000166337,0.00003329242],"domain_scores_gemma":[0.9983423,0.001109958,0.0001861784,0.00003305446,0.0002859424,0.00004257201],"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":[0.00007854852,0.0000622688,0.0002813767,0.03939605,0.0002254643,0.0001461867,0.00008209571,0.0004207166,0.0002436572,0.004286729,0.02243829,0.9323387],"study_design_scores_gemma":[0.00004436418,0.000164517,0.002229079,0.05779615,0.0008544903,0.002353909,0.0001980371,0.0004342264,0.0002839376,0.009227175,0.9263546,0.00005950487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004949333,0.9989694,0.0001025821,0.0003734511,0.0001366925,0.00000445507,0.00001567312,0.000004611541,0.0003435723],"genre_scores_gemma":[0.0004747729,0.9987889,0.000179169,0.0001865241,0.0002165549,0.00000682933,0.00002178398,0.000001141256,0.0001243734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003886278,"threshold_uncertainty_score":0.01300091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812755818576825,"score_gpt":0.3393271024242925,"score_spread":0.3211995442385243,"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."}}