{"id":"W4386012704","doi":"10.1016/j.cjca.2023.08.014","title":"Vascular Closure for Large-Bore Access: Plug-Based or Sutured-Based Vascular Closure Devices?","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Vascular closure device; Percutaneous; Vascular access; Surgery; Intravascular ultrasound; Radiology; Hemodialysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007305997,0.003266251,0.005046166,0.002975412,0.002331197,0.007060278,0.004343392,0.02711437,0.009389614],"category_scores_gemma":[0.02423415,0.0013104,0.003377261,0.001708458,0.002961164,0.004591102,0.0009916159,0.02539293,0.006169103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003211738,"about_ca_system_score_gemma":0.003416147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003338065,"about_ca_topic_score_gemma":0.008752361,"domain_scores_codex":[0.9948564,0.0008209216,0.0008510401,0.0006076405,0.00251093,0.0003530911],"domain_scores_gemma":[0.9812875,0.009517669,0.00104188,0.0003216214,0.00547474,0.002356598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001108625,0.00002889255,0.00003583484,0.0009234166,0.00005245729,0.0002043359,0.00001629173,0.00003323791,0.000110299,0.0004975861,0.981543,0.01644388],"study_design_scores_gemma":[0.0002767948,0.0001055921,0.0004341701,0.002108575,0.0001932704,0.0008315659,0.00007588612,0.000253985,0.0001517742,0.001029996,0.9944896,0.00004895148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004372685,0.02262985,0.0001111941,0.02017221,0.9556748,0.00001487368,0.0000269929,0.0000375675,0.00128886],"genre_scores_gemma":[0.0003667613,0.01562792,0.0001264556,0.01925108,0.9617797,0.00001372604,0.00001835032,0.00001797834,0.002797972],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02711437,"threshold_uncertainty_score":0.03863823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04260785000294801,"score_gpt":0.3653593914913346,"score_spread":0.3227515414883866,"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."}}