{"id":"W4406827321","doi":"10.1016/j.wneu.2025.123695","title":"Different Sides of Craniotomy for Anteriorly Superiorly Projecting Anterior Communicating Artery Aneurysm Clipping: Outcome and Long-Term Cognitive Function: A Single-Center Retrospective Study","year":2025,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Key Laboratory of Science and Technology on Electromagnetic Environmental Effects and Electro-optical Engineering, People's Liberation Army University of Science and Technology; Wuxi Municipal Bureau on Science and Technology; Youth and Middle-aged Scientific and Technological Innovation Leading Talents Program of the Corps; Natural Science Foundation of Hunan Province","keywords":"Medicine; Anterior communicating artery; Montreal Cognitive Assessment; Clipping (morphology); Modified Rankin Scale; Aneurysm; Craniotomy; Posterior cerebral artery; Anterior cerebral artery; Surgery; Cognition; Middle cerebral artery; Cardiology; Ischemia; Cognitive impairment; Ischemic stroke","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002059332,0.0003748737,0.000911069,0.0005142057,0.000398909,0.0001135514,0.0001262072,0.00005732145,0.00002530296],"category_scores_gemma":[0.0002389946,0.000328911,0.0002743196,0.0005119361,0.0001991156,0.0001555435,0.0001569994,0.0003146659,0.000001609883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000765456,"about_ca_system_score_gemma":0.00004430452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001178263,"about_ca_topic_score_gemma":0.0001143982,"domain_scores_codex":[0.9976676,0.0001627881,0.0009646364,0.0006192499,0.0002084574,0.0003772955],"domain_scores_gemma":[0.998149,0.0006490824,0.0003335494,0.0004865562,0.000290935,0.00009088676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001365341,0.002517705,0.964837,0.000324042,0.0002474283,0.0001004415,0.0004691664,5.364222e-8,0.02753762,0.00003151992,0.00002404551,0.00254561],"study_design_scores_gemma":[0.003412772,0.0015225,0.9918595,0.0007438708,0.0006169882,0.0002486483,0.0003741528,0.0000536151,0.0008984545,0.00002271452,0.00002326504,0.0002235206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949309,0.000194829,0.0002004876,0.0007424084,0.0004043041,0.002915033,0.00005342201,0.0001360977,0.0004225709],"genre_scores_gemma":[0.9977155,0.00001698525,0.00004772254,0.000734809,0.0001045784,0.0004612607,0.00003939502,0.00004621116,0.0008335851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02702247,"threshold_uncertainty_score":0.9999163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04806247955248884,"score_gpt":0.3115249613072618,"score_spread":0.263462481754773,"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."}}