{"id":"W4415782820","doi":"10.1007/s00234-025-03799-4","title":"Prolonged venous transit and clinical outcomes in anterior circulation large-vessel occlusion stroke with complete or near-complete reperfusion","year":2025,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Neurology; Neuroradiology; Stroke (engine); Occlusion; Neurosurgery; Cerebrovascular Circulation; Ischemic stroke","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":[0.0004115869,0.0002145101,0.000327515,0.0006018617,0.0004194099,0.0009427238,0.0002491629,0.0005241708,0.00249685],"category_scores_gemma":[0.00253347,0.0001235293,0.00042469,0.0007942126,0.0003979109,0.0007077739,0.0004987719,0.0007868793,0.0002926711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003439622,"about_ca_system_score_gemma":0.0003936225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909331,"about_ca_topic_score_gemma":0.002527686,"domain_scores_codex":[0.9997969,0.00004422386,0.0000299602,0.00002710031,0.00003133463,0.00007052329],"domain_scores_gemma":[0.9984023,0.0002988089,0.0007668968,0.00005858203,0.00008693647,0.0003865422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002645831,0.0001885645,0.9921557,0.00003508102,0.0001433144,0.0005584831,0.0001069472,0.0001147791,0.0003445872,0.00008127168,0.0001980945,0.003427376],"study_design_scores_gemma":[0.00003432764,0.0005375511,0.9977095,0.00001950297,0.0000824977,0.0006628798,0.0002501244,0.0002711077,0.00007501751,0.0001923733,0.0001556298,0.00000936403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986156,0.0003505485,0.00004085323,0.00004700756,0.00001493317,0.000005719543,0.0001243073,0.000001976908,0.000799095],"genre_scores_gemma":[0.9995167,0.0001174301,0.00002053806,0.00001335448,0.00003459756,0.000003591466,0.0001678879,0.000001136362,0.0001248829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00249685,"threshold_uncertainty_score":0.008352757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463737693306303,"score_gpt":0.3106823389311205,"score_spread":0.2860449619980574,"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."}}