{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005661226,0.002213321,0.006275919,0.0009762001,0.0004551056,0.001812909,0.001238528,0.004102551,0.008807029],"category_scores_gemma":[0.01053412,0.0010739,0.006394223,0.0007169225,0.001059206,0.002211937,0.0008617045,0.003406397,0.0007627422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012572,"about_ca_system_score_gemma":0.00139235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120742,"about_ca_topic_score_gemma":0.001486374,"domain_scores_codex":[0.9933138,0.004586463,0.0007087417,0.0006625825,0.000375638,0.0003528038],"domain_scores_gemma":[0.9940757,0.003759592,0.001252796,0.00023469,0.0002201788,0.0004570519],"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":[0.9854137,0.0009087375,0.0004167884,0.001768849,0.003780145,0.00002378949,0.00004180038,0.000157242,0.0002451914,0.0001595222,0.0002096379,0.006874681],"study_design_scores_gemma":[0.9583383,0.03221618,0.001311358,0.0003458993,0.005696566,0.00003960329,0.00005168096,0.0006595543,0.0001919126,0.0004877885,0.0006377746,0.00002328646],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241695,0.05380671,0.002616832,0.00214572,0.003944644,0.006086798,0.001739245,0.0001620508,0.005328451],"genre_scores_gemma":[0.9728562,0.01267684,0.002063837,0.001502786,0.00149776,0.006295668,0.000754786,0.00003411575,0.002317977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008807029,"threshold_uncertainty_score":0.02993977,"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."}}