{"id":"W2047198230","doi":"10.1212/wnl.55.2.307","title":"Small, unruptured intracranial aneurysms and management of symptomatic carotid artery stenosis","year":2000,"lang":"en","type":"article","venue":"Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Medicine; Carotid endarterectomy; Subarachnoid hemorrhage; Stenosis; Stroke (engine); Carotid arteries; Endarterectomy; 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":[0.00004954818,0.0001305776,0.0002938204,0.00006424031,0.00003031833,0.000006797348,0.00006575001,0.00006730887,0.0005625205],"category_scores_gemma":[0.000003629494,0.0001160904,0.0001026152,0.0000857063,0.0001063366,0.00002414239,0.00002776052,0.0001013741,0.00002786179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000405359,"about_ca_system_score_gemma":0.00001157631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001441807,"about_ca_topic_score_gemma":0.000006465692,"domain_scores_codex":[0.9991292,0.00006812035,0.0002149548,0.0002582993,0.0001284003,0.0002010326],"domain_scores_gemma":[0.9995174,0.00002860969,0.00003417819,0.0002910174,0.00001851428,0.0001102466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002637659,0.001936982,0.816285,0.003283228,0.00159389,0.001409192,0.0007741667,0.00008693533,0.006141528,0.000849827,0.0010166,0.163985],"study_design_scores_gemma":[0.002254937,0.001222619,0.9935905,0.00003512561,0.0004684141,0.0009764091,0.00002051908,0.0001143719,0.0002550659,0.00005489741,0.0009013541,0.0001057932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955656,0.00009355624,0.000007790226,0.0007436465,0.00009101311,0.0004098861,0.000007083966,0.00004978059,0.003031673],"genre_scores_gemma":[0.9971979,0.0004696987,0.0001053799,0.001986376,0.0000658196,0.00002659213,0.00001210198,0.00001765127,0.0001185336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1773055,"threshold_uncertainty_score":0.6159204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009580843640390326,"score_gpt":0.2129667381537856,"score_spread":0.2033858945133953,"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."}}