{"id":"W4407593596","doi":"10.1177/23969873251319924","title":"Outcomes of arteriovenous malformation patients with multiple versus single feeders: A multicenter retrospective study with propensity-score matching","year":2025,"lang":"en","type":"article","venue":"European Stroke Journal","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Propensity score matching; Arteriovenous malformation; Logistic regression; Odds ratio; Subgroup analysis; Retrospective cohort study; Multicenter study; Internal medicine; Cardiology; Surgery; Confidence interval; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002230437,0.0001847896,0.0003640548,0.0002058449,0.0002094284,0.0000910874,0.00008126484,0.00001628639,0.00001468543],"category_scores_gemma":[0.00005490644,0.0001103179,0.00009856212,0.0001398418,0.00003672587,0.000326513,0.00004710238,0.0002332547,0.00001130904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596508,"about_ca_system_score_gemma":0.00004438854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001838251,"about_ca_topic_score_gemma":0.00004822394,"domain_scores_codex":[0.998713,0.0001269908,0.0003886187,0.0001540201,0.0004295446,0.0001878195],"domain_scores_gemma":[0.9989504,0.00002747061,0.0003103339,0.0002417809,0.0003919455,0.00007807057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001952741,0.003601601,0.9893735,0.00002868259,0.001205376,0.00007631014,0.002057719,0.00007939393,0.00004049447,0.000004696036,0.00004038955,0.001539084],"study_design_scores_gemma":[0.02220534,0.00533222,0.9686338,0.0003035395,0.0005176033,0.00002392219,0.002708677,0.00001896889,0.0001007994,8.188187e-7,0.00005643374,0.00009782522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940864,0.00001845156,0.0009093796,0.0001000338,0.0001298349,0.0009439598,0.00001299639,0.00002555765,0.003773372],"genre_scores_gemma":[0.998389,0.000004287386,0.001381603,0.00006576131,0.00002422514,0.000007264196,0.00001750666,0.0000231636,0.00008716344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02073966,"threshold_uncertainty_score":0.4498635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086141683882554,"score_gpt":0.2381053099307938,"score_spread":0.2172438930919683,"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."}}