{"id":"W4407250791","doi":"10.1055/s-0045-1803437","title":"STA-MCA Bypass and Excision of a Giant Partially Thrombosed Ruptured M2 Aneurysm","year":2025,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part B Skull Base","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"","keywords":"Aneurysm; Medicine; Surgery; Radiology","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":[0.0007225325,0.0001620744,0.0007094619,0.000192709,0.00007811782,0.00002200635,0.0001144939,0.0001313509,0.0001379517],"category_scores_gemma":[0.001041276,0.0001077406,0.00038009,0.0003192182,0.0001177234,0.00007476378,0.0000736193,0.0003984626,0.00000300766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001023124,"about_ca_system_score_gemma":0.0001926475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002600894,"about_ca_topic_score_gemma":0.000001908861,"domain_scores_codex":[0.9981219,0.0002065148,0.0008348381,0.0002378404,0.000366039,0.0002329059],"domain_scores_gemma":[0.9981384,0.0006664199,0.0003876661,0.0002911253,0.0002880685,0.0002283015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01029331,0.007627187,0.4349217,0.0009942983,0.000979376,0.008986042,0.0001828816,0.0005296566,0.3008345,0.002416877,0.208942,0.02329215],"study_design_scores_gemma":[0.001531919,0.001342212,0.9627846,0.0002089363,0.0003777034,0.002963398,0.00002023816,0.000734916,0.002628299,0.001154718,0.02609387,0.0001591795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841096,0.001603207,0.0005596544,0.01310698,0.0002450375,0.0001823902,0.000007385273,0.00001871746,0.0001669762],"genre_scores_gemma":[0.9955713,0.000767448,0.0002484824,0.00318699,0.0001292037,0.000005917107,0.000004191246,0.000009817891,0.00007663189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5278629,"threshold_uncertainty_score":0.4393534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211490408351883,"score_gpt":0.2810028152165572,"score_spread":0.2488879111330383,"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."}}