{"id":"W4400787366","doi":"10.1007/s00062-024-01435-x","title":"Comparative Efficacy of Flow Diverter Devices in the Treatment of Carotid Sidewall Intracranial Aneurysms: a Retrospective, Multicenter Study","year":2024,"lang":"en","type":"article","venue":"Clinical Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia; St. Michael's Hospital","funders":"","keywords":"Flow diverter; Medicine; Multicenter study; Retrospective cohort study; Radiology; Endovascular treatment; Aneurysm; Surgery; Randomized controlled trial","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":[0.0002329955,0.0002228359,0.0009636073,0.0001210487,0.00004297704,0.00001129013,0.0001989818,0.0001044322,0.00005560493],"category_scores_gemma":[0.0001193283,0.0001299019,0.0003076725,0.0003119807,0.0003677846,0.00003825825,0.00002719124,0.0002912238,0.00003502305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004495593,"about_ca_system_score_gemma":0.00006009813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008819573,"about_ca_topic_score_gemma":0.0001694026,"domain_scores_codex":[0.9975524,0.00064263,0.0009087543,0.0005072022,0.0001683801,0.000220641],"domain_scores_gemma":[0.9972822,0.001977082,0.0001294539,0.0004529973,0.00009421877,0.00006405621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001226379,0.01391989,0.9742914,0.00004321817,0.000390174,0.0005996792,0.006412925,0.00001271007,0.0006531315,0.0002132446,0.0001702396,0.002066997],"study_design_scores_gemma":[0.004047621,0.01484531,0.977577,0.00003261974,0.0004960427,0.000121483,0.0004129289,0.001895914,0.00005706995,0.00006401997,0.0003614237,0.00008852428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959343,0.0002120749,0.00001446589,0.001207412,0.0004272136,0.001715674,0.00003606023,0.00003518684,0.0004176039],"genre_scores_gemma":[0.9990208,0.0001256842,0.0001542534,0.0002649489,0.0002620991,0.00009025404,0.00002301954,0.00001429812,0.00004466071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005999996,"threshold_uncertainty_score":0.5297247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06733946324933235,"score_gpt":0.3804670679561545,"score_spread":0.3131276047068221,"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."}}