{"id":"W2887891085","doi":"10.1177/0268355518794105","title":"Comparison of cyanoacrylate embolization and radiofrequency ablation for the treatment of varicose veins","year":2018,"lang":"en","type":"article","venue":"Phlebology The Journal of Venous Disease","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cyanoacrylate; Embolization; Radiofrequency ablation; Varicose veins; Great saphenous vein; Surgery; Vein; Ablation; Demographics; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001833212,0.0001296228,0.0004690456,0.0009937277,0.0001826804,0.0004767824,0.0003269076,0.0003071422,0.000900451],"category_scores_gemma":[0.01251055,0.00009757145,0.000464491,0.001038679,0.0002962199,0.0005284761,0.0002336062,0.0002190213,0.0001430101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00056069,"about_ca_system_score_gemma":0.0005107223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009151907,"about_ca_topic_score_gemma":0.002064561,"domain_scores_codex":[0.9981352,0.0006140284,0.0004522911,0.0001683734,0.0005238644,0.0001061664],"domain_scores_gemma":[0.9922096,0.00342445,0.003034608,0.0001433497,0.0008438997,0.0003441107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002179013,0.00014234,0.9048131,0.001030359,0.000947879,0.0008847709,0.0001644419,0.0003122189,0.0008907514,0.00007074013,0.0005550011,0.08800938],"study_design_scores_gemma":[0.0002027008,0.002517061,0.982614,0.000432219,0.0006601872,0.009965855,0.0004325827,0.0004849319,0.0005457349,0.00004267163,0.002086783,0.00001530399],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421972,0.05524838,0.0003869323,0.000266245,0.00006127263,0.00004112199,0.0001639104,0.000009569016,0.001625405],"genre_scores_gemma":[0.989386,0.00969147,0.000379121,0.00009205298,0.0001247777,0.00002340541,0.0002080868,0.000004899111,0.00009009431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001833212,"threshold_uncertainty_score":0.009695113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04360896445875673,"score_gpt":0.3644728581414004,"score_spread":0.3208638936826437,"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."}}