{"id":"W4407589571","doi":"10.1177/17474930251323503","title":"Comparative outcomes of arteriovenous malformations treatment in eloquent versus non-eloquent brain: A multicenter study with propensity-score weighting","year":2025,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Radiosurgery; Propensity score matching; Confounding; Arteriovenous malformation; Odds ratio; Multicenter study; Modified Rankin Scale; Retrospective cohort study; Surgery; Radiology; Internal medicine; Randomized controlled trial; Radiation therapy","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":[0.00744948,0.0004217974,0.0009539775,0.001317968,0.0004110844,0.0009260239,0.0005483569,0.0005493019,0.001047879],"category_scores_gemma":[0.01520866,0.000259373,0.001874535,0.002298298,0.0004261403,0.000792578,0.0008530588,0.0004934716,0.0001365283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005528784,"about_ca_system_score_gemma":0.000471887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007640706,"about_ca_topic_score_gemma":0.0004998842,"domain_scores_codex":[0.9954575,0.002404685,0.0006256273,0.0008195186,0.0004700286,0.0002226265],"domain_scores_gemma":[0.9910942,0.002156462,0.004658387,0.001085534,0.0005568775,0.0004485844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004539025,0.0002181079,0.9850894,0.00007418567,0.002354853,0.0001043245,0.0001363127,0.0005468826,0.0002266093,0.0002166263,0.0003175403,0.006176241],"study_design_scores_gemma":[0.001044163,0.003562325,0.98423,0.00006426249,0.002289482,0.0007520212,0.0003692571,0.005786187,0.0002906065,0.0006500205,0.0009216038,0.0000400339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978589,0.0005715547,0.001029046,0.00005269259,0.00001488902,0.00007445673,0.0002219108,0.000004070935,0.0001724285],"genre_scores_gemma":[0.9989824,0.0001415796,0.0002983258,0.00002875576,0.00002698722,0.00007203693,0.0004153238,0.000003585434,0.00003099203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00744948,"threshold_uncertainty_score":0.03939706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04306875798313758,"score_gpt":0.3366052740673403,"score_spread":0.2935365160842027,"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."}}