{"id":"W4400412793","doi":"10.3174/ajnr.a8324","title":"Predictors of Aneurysm Obliteration in Patients Treated with the WEB Device: Results of a Multicenter Retrospective Study","year":2024,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; St. Michael's Hospital","funders":"Universitätsklinikum Hamburg-Eppendorf; Geisinger Health System Foundation; University at Buffalo; Universitätsklinikum Heidelberg; McGovern Medical School; Paracelsus Medizinische Privatuniversität; London Health Sciences Centre; University of Texas Health Science Center at Houston; Rowan University; University of Miami; University of Pennsylvania; Weill Cornell Medical College","keywords":"Medicine; Multicenter study; Retrospective cohort study; Aneurysm; Surgery; Radiology; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001144315,0.0002443546,0.0004760049,0.001342402,0.0003571647,0.0006798092,0.0002776561,0.0004456214,0.001175126],"category_scores_gemma":[0.004246181,0.0003537186,0.0004787598,0.001425294,0.0003322449,0.0006474461,0.0003819255,0.0004109672,0.0002190399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302234,"about_ca_system_score_gemma":0.0003026757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433891,"about_ca_topic_score_gemma":0.001211238,"domain_scores_codex":[0.9991165,0.0003141831,0.0001487698,0.0001522203,0.0001509557,0.0001174524],"domain_scores_gemma":[0.9955765,0.001275208,0.002031192,0.0002883726,0.0003782988,0.0004503781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007406727,0.00002703676,0.9993607,0.000003826084,0.00002380349,0.00005636332,0.0000347961,0.000009007378,0.00003806113,0.000003101047,0.00002090335,0.0003483287],"study_design_scores_gemma":[0.00001485038,0.0002156273,0.9987289,0.000007113132,0.0000495289,0.00054251,0.0001877629,0.0001020253,0.00004545427,0.000007183108,0.00009449752,0.000004481813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994229,0.0001898096,0.00005324904,0.00001358501,0.000002310532,0.000008878997,0.0001812581,0.000002007954,0.0001260208],"genre_scores_gemma":[0.9994684,0.000121358,0.0000673367,0.00001623606,0.00001194419,0.00001660318,0.0002620599,0.000001796344,0.00003431513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001433891,"threshold_uncertainty_score":0.006051838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00872458190433651,"score_gpt":0.2575345467361155,"score_spread":0.248809964831779,"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."}}