{"id":"W2169585784","doi":"10.1007/s00701-011-1167-2","title":"Long-term visual outcome and aneurysm obliteration rate for very large and giant ophthalmic segment aneurysms: assessment of surgical treatment","year":2011,"lang":"en","type":"article","venue":"Acta Neurochirurgica","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Aneurysm; Neuroradiology; Ophthalmic artery; Surgery; Interventional radiology; Neurosurgery; Clipping (morphology); Visual acuity; Radiology; Neurology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001311882,0.0003385092,0.0005376017,0.0001507683,0.0001955999,0.0000419829,0.00007631183,0.00009765745,0.0001153631],"category_scores_gemma":[0.0000125778,0.0002608942,0.000152302,0.0001237294,0.0000947835,0.0001547769,0.00006495503,0.0001201589,0.000003323364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005315023,"about_ca_system_score_gemma":0.00005911385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001229396,"about_ca_topic_score_gemma":0.000004545982,"domain_scores_codex":[0.9982852,0.00009075624,0.0005338374,0.0005465827,0.0001832824,0.0003603791],"domain_scores_gemma":[0.9989884,0.0001834273,0.000188637,0.0003232679,0.00009734711,0.0002189161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004253106,0.01056474,0.8558466,0.0009350165,0.0005581081,0.004777161,0.001491772,0.000001460703,0.1052675,0.007772205,0.0001299351,0.008402331],"study_design_scores_gemma":[0.007052226,0.005300125,0.9781826,0.00004525928,0.0005141115,0.004006321,0.00003399672,0.001447935,0.002518115,0.00007808457,0.0005424403,0.0002787805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964038,0.0001642977,0.0001542749,0.0007047238,0.0001194422,0.001329022,0.00008286045,0.00006014674,0.0009814299],"genre_scores_gemma":[0.9975561,0.0004805117,0.0006771584,0.0001704996,0.00009495287,0.0002025717,0.0001815019,0.00003702875,0.0005996454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.122336,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947235570413912,"score_gpt":0.3278423476683354,"score_spread":0.2883699919641963,"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."}}