{"id":"W4280490639","doi":"10.1136/neurintsurg-2022-018731","title":"Treatment of wide-necked bifurcation aneurysms with the eCLIPs device: 5-year experience of a single center","year":2022,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; St. Michael's Hospital","funders":"","keywords":"Medicine; Single Center; Occlusion; Surgery; Subarachnoid hemorrhage; Retrospective cohort study; Aneurysm; 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":[0.0001462456,0.0001134907,0.0003302973,0.0001804978,0.0001093313,0.000008628898,0.0001038774,0.00001398939,0.0004189865],"category_scores_gemma":[0.00004377875,0.00007035186,0.0005060618,0.0002668783,0.00009488181,0.00009062982,0.00002578351,0.00009745132,0.000001983395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008947705,"about_ca_system_score_gemma":0.0001062979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001472415,"about_ca_topic_score_gemma":0.000003404868,"domain_scores_codex":[0.9985042,0.0001330024,0.0006276284,0.0001203387,0.0004972534,0.0001175286],"domain_scores_gemma":[0.9983634,0.0003303141,0.0007815908,0.0001861436,0.0002836307,0.00005488784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007514044,0.02085643,0.8533138,0.0002169724,0.0009105287,0.0009192501,0.002034378,0.0002580531,0.1042829,0.001141646,0.004948315,0.003603691],"study_design_scores_gemma":[0.005391913,0.01611917,0.9141467,0.0003829269,0.0007887255,0.02053888,0.002028711,0.0001099624,0.01814567,0.0002846833,0.0217904,0.0002722244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954492,0.0001842121,0.00009638473,0.003738093,0.0001673136,0.0001758105,0.00003377916,0.000005878263,0.0001493074],"genre_scores_gemma":[0.9992368,0.0000279863,0.0001282412,0.0001108877,0.00007009804,0.0000199448,0.00002691626,0.00001340871,0.0003657129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08613724,"threshold_uncertainty_score":0.4587609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04793474304098477,"score_gpt":0.2839585790538195,"score_spread":0.2360238360128348,"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."}}