{"id":"W4229043431","doi":"10.3171/2022.3.jns2217","title":"Woven EndoBridge versus stent-assisted coil embolization of cerebral bifurcation aneurysms","year":2022,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Occlusion; Stent; Surgery; Cohort; Embolization; Retrospective cohort study; Aneurysm; Radiology; Internal medicine","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":[0.0001923104,0.0001174531,0.0003373728,0.0003832337,0.0001476031,0.00001438703,0.0001117934,0.00003005378,0.0002172801],"category_scores_gemma":[0.0001378473,0.0001072959,0.0002560187,0.0005538283,0.00003853721,0.0001247346,0.00004067932,0.000246005,0.000004811833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009900244,"about_ca_system_score_gemma":0.0001777804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008464598,"about_ca_topic_score_gemma":5.138133e-7,"domain_scores_codex":[0.9984159,0.0001285686,0.0006472035,0.000133661,0.0005180961,0.0001565348],"domain_scores_gemma":[0.9985346,0.0001854495,0.0006982837,0.0002050837,0.0002779237,0.00009862644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01591131,0.007532155,0.3013644,0.0003024964,0.000676856,0.002374576,0.0008660954,0.001676992,0.6053478,0.003472042,0.02643696,0.03403832],"study_design_scores_gemma":[0.005642069,0.002800324,0.9672247,0.00004871753,0.0005926567,0.006271682,0.0002573558,0.0006161765,0.008686826,0.0001418864,0.007513884,0.0002037125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952162,0.0001209641,0.00007362603,0.002358629,0.001285234,0.0001586018,0.00002677656,0.00002012662,0.0007398215],"genre_scores_gemma":[0.9988822,0.00003957048,0.00008044499,0.0002869745,0.0002192549,0.000011254,0.00004348384,0.0000216656,0.0004151458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6658604,"threshold_uncertainty_score":0.4375399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917941722438852,"score_gpt":0.2714246179065987,"score_spread":0.2322452006822102,"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."}}