{"id":"W4408207739","doi":"10.1186/s12883-025-04111-w","title":"Early venous filling is associated with unfavorable outcomes in acute ischemic stroke with large vessel occlusion after mechanical thrombectomy: a real-world analysis","year":2025,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Odds ratio; Logistic regression; Internal medicine; Stroke (engine); Confounding; Neurology; Univariate analysis; Multivariate analysis; Neurosurgery; Retrospective cohort study; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001818114,0.0003621774,0.00045165,0.001289924,0.0003386716,0.0009038144,0.0003858396,0.0004255453,0.001285081],"category_scores_gemma":[0.003637626,0.0002229971,0.001077976,0.00135293,0.0004434103,0.0006969101,0.0005763125,0.0004441553,0.0001853968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002858977,"about_ca_system_score_gemma":0.0003306725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197153,"about_ca_topic_score_gemma":0.001415781,"domain_scores_codex":[0.9989554,0.0003944967,0.000187695,0.0001901909,0.0001348985,0.0001373431],"domain_scores_gemma":[0.9961732,0.0009798431,0.001990676,0.000283282,0.0002364687,0.0003366539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001855293,0.00002264805,0.9989465,0.00001223878,0.00009527004,0.00006353135,0.00002677905,0.00004372342,0.00003123511,0.00001031946,0.00003779774,0.0005245065],"study_design_scores_gemma":[0.00001089594,0.0001570487,0.9985146,0.000006944541,0.00009237629,0.0003227153,0.0001831489,0.0005185632,0.00003271654,0.0000360193,0.0001179241,0.000007066829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992858,0.0001742542,0.0001239783,0.00002090769,0.000004468517,0.000009226024,0.000250125,0.000001921037,0.0001294207],"genre_scores_gemma":[0.9994398,0.00006605898,0.00006815917,0.000007641546,0.00001184302,0.00001086755,0.0003640505,9.842458e-7,0.00003059582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001818114,"threshold_uncertainty_score":0.009615242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008763311021331268,"score_gpt":0.2620679853825822,"score_spread":0.253304674361251,"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."}}