{"id":"W1986072711","doi":"10.3174/ajnr.a1607","title":"Endovascular Treatment of Epistaxis","year":2009,"lang":"en","type":"review","venue":"American Journal of Neuroradiology","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Embolization; Ligation; Radiology; Angiography; Surgery; Endovascular treatment; Aneurysm","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001081875,0.0004078854,0.00536818,0.0004016048,0.0000231516,0.000003961813,0.0001677617,0.0001098341,0.00003557758],"category_scores_gemma":[0.00005683533,0.0002513627,0.002874391,0.0003223477,0.0003081004,0.00002317451,0.00001297323,0.0002227118,0.00001157638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867902,"about_ca_system_score_gemma":0.0004017185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002790419,"about_ca_topic_score_gemma":6.529139e-7,"domain_scores_codex":[0.9977221,0.0004433863,0.001098686,0.0002506051,0.0002107274,0.0002744855],"domain_scores_gemma":[0.9972721,0.0001798607,0.001721213,0.0004907406,0.0001230183,0.0002130882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006869275,0.000487858,0.0001538479,0.0005145052,0.00308971,0.002453025,0.00002981107,8.613003e-7,0.000001496532,0.00001722263,0.0000530409,0.9931299],"study_design_scores_gemma":[0.001197588,0.02472804,0.0003571543,0.001239309,0.006923419,0.03601668,0.00001580032,3.165249e-7,0.000002883012,0.000008648974,0.929378,0.0001321845],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001997751,0.9971355,0.00002819264,0.00008472095,0.0001780776,0.0003245555,0.00001471049,0.000006890179,0.0002295776],"genre_scores_gemma":[0.001219581,0.9974957,0.0007994019,0.00006902748,0.0002597435,0.000006011228,0.00002406482,0.00004420836,0.00008223451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9929978,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04258784214832077,"score_gpt":0.348821063695374,"score_spread":0.3062332215470532,"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."}}