{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001733714,0.000209342,0.0004400031,0.0001796467,0.00006824253,0.0000442775,0.0001346369,0.00003901714,0.0001360361],"category_scores_gemma":[0.0003870713,0.0001649639,0.0004399046,0.0004652396,0.00003396694,0.00006377462,0.0001361242,0.0002479803,0.0003771436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001545499,"about_ca_system_score_gemma":0.00003162537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009055117,"about_ca_topic_score_gemma":0.000003053678,"domain_scores_codex":[0.9983866,0.00009888571,0.0002976635,0.0004428994,0.0004194683,0.0003544338],"domain_scores_gemma":[0.9989927,0.0001000791,0.00004941707,0.0004187789,0.00004746604,0.0003916069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001340822,0.0005959457,0.1690886,0.0005224672,0.0004522222,0.008300451,0.002734076,0.0004518479,0.5815557,0.000771449,0.213909,0.02027746],"study_design_scores_gemma":[0.001687898,0.0004275638,0.1383886,0.0001365192,0.000253933,0.0003630381,0.0002592249,0.00007995952,0.0451793,0.00006762895,0.8125896,0.0005666932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95491,0.0005023743,0.00004771804,0.0371171,0.000452576,0.0004653673,0.00001048132,0.0002893898,0.006205036],"genre_scores_gemma":[0.9663748,0.0001018437,0.0001208186,0.03099504,0.0003345428,0.00003068455,0.00001322408,0.00004312564,0.001985949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5986807,"threshold_uncertainty_score":0.6727033,"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."}}