{"id":"W4406404680","doi":"10.1007/s00234-024-03500-1","title":"Outcomes of mechanical thrombectomy for medium vessel occlusion in acute ischemic stroke patients with ASPECTS 4–5 vs. 6–7: a retrospective, multicenter, and multinational study","year":2025,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Neuroradiology; Neurology; Neurosurgery; Retrospective cohort study; Ischemic stroke; Multicenter study; Occlusion; Stroke (engine); Anesthesia; Emergency medicine; Cardiology; Surgery; Ischemia; Randomized controlled trial","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":[0.0008131609,0.0004257279,0.0005861025,0.0008467488,0.0006639365,0.001122739,0.0004768794,0.0007377505,0.001147918],"category_scores_gemma":[0.002210329,0.0003332645,0.0007508773,0.001454134,0.0006258815,0.0009953543,0.000695305,0.0007074033,0.0002186221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005310225,"about_ca_system_score_gemma":0.0004747597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002975516,"about_ca_topic_score_gemma":0.00448013,"domain_scores_codex":[0.9991942,0.000234705,0.0001095461,0.0001451477,0.0001296681,0.0001866452],"domain_scores_gemma":[0.9984314,0.0002037565,0.0008385353,0.0001163934,0.0001314074,0.0002785274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007566619,0.0001092782,0.9979532,0.000005765662,0.000133687,0.0001240541,0.00007026936,0.00002059913,0.0001332381,0.00002472794,0.00006292648,0.0006056118],"study_design_scores_gemma":[0.00006300877,0.0003766423,0.9985561,0.000005069967,0.00009984816,0.0003449708,0.0002909109,0.00008517056,0.00003864515,0.00003698253,0.00009597954,0.000006647716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995807,0.00006745347,0.00001791313,0.00001556737,0.000003619617,0.000005731189,0.00007093151,5.440806e-7,0.0002376583],"genre_scores_gemma":[0.9995384,0.00005297513,0.00002025795,0.00002596384,0.00001954324,0.000007761242,0.0002783141,0.00000120025,0.00005552763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002975516,"threshold_uncertainty_score":0.005916417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007265628259381102,"score_gpt":0.2749483205518811,"score_spread":0.2676826922925,"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."}}