{"id":"W2152076673","doi":"10.3174/ajnr.a3976","title":"Enhancing Brain Lesions after Endovascular Treatment of Aneurysms","year":2014,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Alberta; St. Michael's Hospital","funders":"","keywords":"Medicine; Endovascular treatment; Aneurysm; Hydrocephalus; Edema; Radiology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002984073,0.0004612975,0.0004333891,0.0009238863,0.0005551859,0.0005438197,0.0003542624,0.0006330171,0.001545027],"category_scores_gemma":[0.002823128,0.0002681388,0.0003499648,0.000629659,0.0007820938,0.0005737183,0.000493249,0.0005976355,0.0005059068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002922514,"about_ca_system_score_gemma":0.000256821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005188353,"about_ca_topic_score_gemma":0.0005457516,"domain_scores_codex":[0.9996939,0.00006862687,0.00003681724,0.00004961015,0.00005789685,0.00009318623],"domain_scores_gemma":[0.9986571,0.0003262251,0.000619951,0.0001235286,0.00008409702,0.0001890778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000789944,0.0002337389,0.5390119,0.0001640461,0.0001167353,0.4138399,0.0009230001,0.0003487521,0.01080144,0.0002507632,0.0005937258,0.03292598],"study_design_scores_gemma":[0.00003697802,0.0005230859,0.3120157,0.00003310562,0.0000700838,0.6809789,0.0001966025,0.000177295,0.004761071,0.0002444141,0.0009355135,0.00002717974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966875,0.0008563807,0.0003223695,0.0000654088,0.00001288879,0.00001340411,0.000030488,0.00001699293,0.001994681],"genre_scores_gemma":[0.9989993,0.0004032968,0.0001900305,0.00006207424,0.00006963291,0.000005494301,0.00006487321,0.000004663976,0.0002006531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001545027,"threshold_uncertainty_score":0.005168676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188970582699794,"score_gpt":0.2605230543736159,"score_spread":0.248633348546618,"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."}}