{"id":"W7108212319","doi":"10.1161/svi270000_087","title":"Abstract 087: Postdiagnostic Anxiety and Depression Increase Rupture Risk but Reduce Preventive Treatment in Unruptured Intracranial Aneurysms: A Multi‐national Multi‐institutional Study","year":2025,"lang":"en","type":"article","venue":"Stroke Vascular and Interventional Neurology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Propensity score matching; Depression (economics); Anxiety; Comorbidity; Medical record; Cohort; Retrospective cohort study; Aneurysm; Proportional hazards model","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":[0.001804046,0.0004469791,0.0004220061,0.0007156739,0.0008762736,0.001114914,0.000979347,0.0008225893,0.001701642],"category_scores_gemma":[0.004309977,0.0005558692,0.001382898,0.001445336,0.0003235728,0.0006805527,0.0008469719,0.0009607162,0.0003235901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005455428,"about_ca_system_score_gemma":0.0007916153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008107757,"about_ca_topic_score_gemma":0.01087949,"domain_scores_codex":[0.998857,0.0004489978,0.0001472952,0.0002310859,0.0001296448,0.000185914],"domain_scores_gemma":[0.9969376,0.0003799557,0.001577155,0.0003405839,0.0003105808,0.0004541328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003214002,0.0001615712,0.9976354,0.00002061446,0.0002969925,0.00004752745,0.00008230502,0.00002135478,0.00005240284,0.00002414402,0.0003491889,0.0009871777],"study_design_scores_gemma":[0.00006410851,0.0001223536,0.9989939,0.00001302292,0.0001437309,0.0001092433,0.0001506765,0.0001743827,0.0000307701,0.0000317083,0.0001601368,0.000005875305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974623,0.0002489503,0.0002054713,0.0001539719,0.00002045757,0.00004600881,0.001538796,0.000006779921,0.0003171933],"genre_scores_gemma":[0.9979006,0.0001305967,0.0003799348,0.0001626453,0.00004111372,0.0001084327,0.001087771,0.000004478553,0.0001844119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008107757,"threshold_uncertainty_score":0.01612109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343112483330029,"score_gpt":0.2912135808236226,"score_spread":0.2777824559903223,"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."}}