{"id":"W4392170518","doi":"10.1016/j.wneu.2024.02.114","title":"Endovascular Parent Vessel Occlusion Versus Flow Diversion in the Treatment of Large and Giant Aneurysms: A Randomized Comparison","year":2024,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta Hospital; Ottawa Hospital; Alberta Hospital Edmonton; Health Sciences Centre; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Randomized controlled trial; Occlusion; Randomization; Blinding; Aneurysm; Surgery; Embolization; 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":[0.0002785868,0.0001975948,0.0005936115,0.0002804173,0.0001159646,0.0000360426,0.0000621791,0.00003539274,0.00005436827],"category_scores_gemma":[0.00004508174,0.0001175372,0.0003104964,0.000467286,0.00009206279,0.00005254663,0.00002942785,0.0001202409,0.00001524692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005255292,"about_ca_system_score_gemma":0.00003418209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005198318,"about_ca_topic_score_gemma":0.00004222334,"domain_scores_codex":[0.9985453,0.0002310808,0.0003986183,0.000323249,0.0002753361,0.0002264223],"domain_scores_gemma":[0.9984013,0.001145716,0.00006265272,0.0003015489,0.00002691428,0.00006181916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4306342,0.04274344,0.1416554,0.002703511,0.002974757,0.02844213,0.041029,0.0004937695,0.05988998,0.02484834,0.03603064,0.1885548],"study_design_scores_gemma":[0.4209072,0.004832623,0.1568284,0.001408199,0.006023251,0.001322234,0.001318279,0.1651951,0.01165713,0.0005849015,0.228649,0.0012737],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875383,0.005960516,0.00007811857,0.003914652,0.000691701,0.001115845,0.00002846692,0.00007121267,0.0006011555],"genre_scores_gemma":[0.997172,0.00205699,0.00006900635,0.0002069064,0.00008599283,0.00009090963,0.00006762607,0.0000161351,0.0002344523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1926184,"threshold_uncertainty_score":0.4793027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02930218138796607,"score_gpt":0.2911314296108333,"score_spread":0.2618292482228672,"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."}}