{"id":"W3177038872","doi":"10.1177/08465371211018369","title":"Imaging for Predicting Hemorrhagic Transformation of Acute Ischemic Stroke—A Narrative Review","year":2021,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Manitoba","funders":"","keywords":"Medicine; Stroke (engine); Extravasation; Transformation (genetics); Complication; Acute stroke; Perfusion scanning; Radiology; Intensive care medicine; Perfusion; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080462,0.0009485739,0.00173928,0.005225501,0.0003517815,0.001465903,0.001092698,0.001166315,0.00354397],"category_scores_gemma":[0.00609469,0.0003639658,0.001530374,0.003885037,0.0004980464,0.001633299,0.0005446692,0.001160637,0.0007193006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008491376,"about_ca_system_score_gemma":0.00258915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00470831,"about_ca_topic_score_gemma":0.006740528,"domain_scores_codex":[0.9994969,0.00009489588,0.0001596317,0.00008140309,0.0001417168,0.00002545419],"domain_scores_gemma":[0.9973477,0.001750149,0.000372826,0.00004221392,0.0004340174,0.0000530653],"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":[0.0001485048,0.00005198849,0.001182351,0.1490161,0.0006603704,0.0003462952,0.0001539315,0.000312964,0.0002950953,0.00163743,0.03360351,0.8125915],"study_design_scores_gemma":[0.00008936909,0.0002192049,0.008167368,0.2657144,0.006162349,0.00990135,0.0004131912,0.0004268121,0.0004996222,0.003499929,0.7047921,0.0001142934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006510791,0.9994174,0.00003356624,0.0001697504,0.00007061844,0.000005317285,0.00002170348,0.000002573184,0.0002139918],"genre_scores_gemma":[0.0007613043,0.9988103,0.0001237499,0.0001220238,0.00008736953,0.000006070637,0.00002707398,8.972208e-7,0.00006129692],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005225501,"threshold_uncertainty_score":0.01185578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267496555488529,"score_gpt":0.3178619727983785,"score_spread":0.2951870072434932,"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."}}