{"id":"W2999079816","doi":"10.1016/j.jvsv.2019.09.010","title":"Systematic review and meta-analysis of endovenous cyanoacrylate adhesive ablation for incompetent saphenous veins","year":2020,"lang":"en","type":"review","venue":"Journal of Vascular Surgery Venous and Lymphatic Disorders","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministry of Health, British Columbia","keywords":"Medicine; Cyanoacrylate; Saphenous veins; Varicose veins; Meta-analysis; Adhesive; Ablation; Surgery; Internal medicine; Vein; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.005842918,0.00216161,0.01472877,0.003540747,0.0005454087,0.002466769,0.001721232,0.001740208,0.00565824],"category_scores_gemma":[0.01898368,0.00117629,0.02182967,0.004858485,0.0006736121,0.001539731,0.001566084,0.00178303,0.0004226998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508729,"about_ca_system_score_gemma":0.00271359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006055481,"about_ca_topic_score_gemma":0.0190187,"domain_scores_codex":[0.9949625,0.002018345,0.001727238,0.000583122,0.0004944696,0.0002143933],"domain_scores_gemma":[0.9915441,0.005810354,0.001627963,0.0002946425,0.0005874297,0.0001353861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00203242,0.00003171236,0.001947994,0.5048347,0.4769051,0.0001388901,0.0001056578,0.0002316574,0.0003157531,0.000123526,0.0006975702,0.01263514],"study_design_scores_gemma":[0.001094151,0.0001878426,0.002972102,0.02526521,0.9678629,0.0001004651,0.00004732676,0.00007889964,0.00007849092,0.000171697,0.002113161,0.00002774478],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004629586,0.9936705,0.0004531097,0.0001149081,0.0001653145,0.0002215522,0.0004323962,0.00001964165,0.0002930391],"genre_scores_gemma":[0.1348515,0.8598003,0.002013162,0.001203451,0.0002523649,0.0006490121,0.0006328953,0.00003145811,0.0005658663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01472877,"threshold_uncertainty_score":0.03090072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584282074729119,"score_gpt":0.3109170935679615,"score_spread":0.2650742728206703,"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."}}