{"id":"W4415542230","doi":"10.1007/s00234-025-03795-8","title":"Real-World outcomes of thrombectomy for distal medium vessel occlusions in the middle East and North Africa region: A multicenter registry analysis","year":2025,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Neuroradiology; Neurology; Neurosurgery; Randomized controlled trial; Clinical trial; Middle East; Multicenter study","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001319878,0.0001480464,0.000577054,0.0002927922,0.00005376427,0.000005955838,0.0002092589,0.00005940092,0.000007622487],"category_scores_gemma":[0.0002533555,0.00009888958,0.0001552373,0.0007614303,0.0002330217,0.0000234604,0.0001427818,0.0001780457,5.121235e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003469042,"about_ca_system_score_gemma":0.00004065767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098729,"about_ca_topic_score_gemma":0.0006577556,"domain_scores_codex":[0.9988747,0.00009209375,0.0003481258,0.0003366877,0.0001140199,0.0002344067],"domain_scores_gemma":[0.9987506,0.0004795519,0.0001337027,0.0005443048,0.00004883951,0.00004304644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002301456,0.0001810241,0.9673968,0.0001397976,0.0006322617,0.00008237597,0.001704567,0.000009048235,0.0003436168,0.0005026932,0.02869487,0.00008280398],"study_design_scores_gemma":[0.001796329,0.0001168484,0.9753236,0.00002745107,0.001310451,0.00001464255,0.001105282,0.0005720109,0.00002351581,0.0000262246,0.01960823,0.00007541472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769617,0.0001003887,0.0006343958,0.01332929,0.0001470592,0.0007038116,0.00003465142,0.00002317716,0.008065548],"genre_scores_gemma":[0.996655,0.00008069598,0.000416336,0.001049037,0.00003814868,0.00008202355,0.00005226378,0.000009125774,0.001617354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01969334,"threshold_uncertainty_score":0.40326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05464511619570116,"score_gpt":0.2916252335175174,"score_spread":0.2369801173218162,"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."}}