{"id":"W3011211179","doi":"10.1016/j.wneu.2020.01.100","title":"Endovascular Stents—Do They Need To Be Permanent?","year":2020,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Digital subtraction angiography; Catheter; Balloon; Hematoma; Radiology; Surgery; Percutaneous; Middle cerebral artery; Angiography; Cardiology; Ischemia","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":[0.004478866,0.0005530189,0.001425348,0.001075444,0.001973708,0.003539411,0.001424434,0.006832812,0.0202628],"category_scores_gemma":[0.02785692,0.000330278,0.001224521,0.0007063948,0.004108044,0.0102022,0.000888418,0.007178275,0.006792395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009572096,"about_ca_system_score_gemma":0.002616291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006565615,"about_ca_topic_score_gemma":0.002422681,"domain_scores_codex":[0.9979312,0.0004410641,0.0003891781,0.0003199418,0.0005125263,0.0004061322],"domain_scores_gemma":[0.9791517,0.01140751,0.002344772,0.001122807,0.002399804,0.003573415],"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":[0.001083941,0.0004592704,0.01463808,0.001879905,0.0002243677,0.004857563,0.0003246715,0.0003522787,0.001307305,0.030523,0.1737539,0.7705958],"study_design_scores_gemma":[0.0003281241,0.0009940343,0.02755485,0.009318912,0.0005305067,0.06138548,0.003360361,0.0005216204,0.001663561,0.1327945,0.7612915,0.0002564335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03111681,0.261303,0.006706296,0.6000517,0.03596368,0.00004246575,0.0004378237,0.0004273737,0.06395088],"genre_scores_gemma":[0.4099337,0.2096074,0.0126581,0.2208434,0.1260935,0.0001042839,0.0008484254,0.0005606771,0.01935055],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0202628,"threshold_uncertainty_score":0.06778586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05901459709678138,"score_gpt":0.2654257689810331,"score_spread":0.2064111718842517,"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."}}