{"id":"W2129510290","doi":"10.3171/2012.1.jns11779","title":"Mirror aneurysms: a reflection on natural history","year":2012,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Subarachnoid hemorrhage; Aneurysm; Anterior communicating artery; Natural history; Middle cerebral artery; Internal carotid artery; Posterior communicating artery; Anterior cerebral artery; Radiology; Surgery; Cardiology; Internal medicine; Ischemia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0019051,0.000127869,0.000205837,0.001131907,0.0002490121,0.0007374426,0.0004414292,0.0005219703,0.001514264],"category_scores_gemma":[0.01902964,0.0001507487,0.0001562414,0.0008583455,0.001121246,0.002199197,0.0006515181,0.0006809988,0.0003069935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696187,"about_ca_system_score_gemma":0.0002353794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006833744,"about_ca_topic_score_gemma":0.0007645732,"domain_scores_codex":[0.9989213,0.0004583504,0.00009579807,0.0001637085,0.0002759949,0.0000849549],"domain_scores_gemma":[0.9878037,0.005047854,0.005074236,0.0008056541,0.0006928376,0.000575725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009736053,0.00001541091,0.9860597,0.00002092713,0.00001929174,0.0002851283,0.0005301128,0.00004828787,0.0002887734,0.0003437897,0.0004728565,0.01181833],"study_design_scores_gemma":[0.00000364461,0.00007611178,0.9911119,0.00007290256,0.00002061591,0.005542798,0.0006215483,0.0002170451,0.000149011,0.0006939723,0.001475991,0.00001431598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835109,0.006075079,0.001166044,0.003347107,0.00007055644,0.00001148263,0.0004066437,0.00001929765,0.005392901],"genre_scores_gemma":[0.9978325,0.001206248,0.0002642774,0.000215814,0.0001317531,0.000005558226,0.000161082,0.000005827816,0.0001768743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0019051,"threshold_uncertainty_score":0.01007527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05724783156300994,"score_gpt":0.2965272005874393,"score_spread":0.2392793690244294,"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."}}