{"id":"W7123682812","doi":"10.1055/a-2772-6265","title":"A Primer on Medium Vessel Occlusion Stroke: From Detection to Treatment","year":2025,"lang":"en","type":"article","venue":"Seminars in Interventional Radiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Occlusion; Stroke (engine); Neuroimaging; Vascular occlusion; Ischemic stroke; Angiography; Acute 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":[0.003555628,0.001175429,0.00184482,0.003887771,0.0008142716,0.003271462,0.001536366,0.005607023,0.006198845],"category_scores_gemma":[0.01109553,0.0006743714,0.001071014,0.002007967,0.00250775,0.008398455,0.002049301,0.01135798,0.004002705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771499,"about_ca_system_score_gemma":0.002140621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119581,"about_ca_topic_score_gemma":0.001565032,"domain_scores_codex":[0.9980726,0.00080127,0.0004403202,0.0002188477,0.0003607775,0.0001061612],"domain_scores_gemma":[0.9904749,0.006876441,0.0006782759,0.0001519782,0.001290487,0.0005279769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001917634,0.0001158758,0.0007717915,0.008365227,0.00007969938,0.0009068326,0.0005157669,0.0003634812,0.001176341,0.01684256,0.5021677,0.4685029],"study_design_scores_gemma":[0.00002297925,0.0001372852,0.0007726842,0.01286218,0.00005704459,0.003265755,0.0002578722,0.0001210781,0.0001925922,0.01209901,0.970168,0.00004348851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002756514,0.8912383,0.001351346,0.08303574,0.02005692,0.00003059549,0.00008855616,0.00004877401,0.003874045],"genre_scores_gemma":[0.002238415,0.8830985,0.002087921,0.05704629,0.05290767,0.00007553411,0.0001560151,0.00004097619,0.002348525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006198845,"threshold_uncertainty_score":0.02073723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182330246546306,"score_gpt":0.3058616758737238,"score_spread":0.2940383734082608,"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."}}