{"id":"W2888053449","doi":"10.1016/j.jvsv.2019.05.013","title":"A comparison of duplex ultrasound findings after cyanoacrylate embolization versus endovenous laser ablation of the great saphenous vein","year":2019,"lang":"en","type":"article","venue":"Journal of Vascular Surgery Venous and Lymphatic Disorders","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Covidien; Medtronic","keywords":"Medicine; Duplex (building); Cyanoacrylate; Embolization; Varicose veins; Ablation; Laser ablation; Ultrasound; Radiology; Great saphenous vein; Surgery; Vein; Laser; Cardiology; Layer (electronics)","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":[0.0003327361,0.0002027037,0.000902468,0.0002152299,0.00006989481,0.00002569559,0.00008912385,0.00008217034,0.0001514492],"category_scores_gemma":[0.0002258335,0.0001405332,0.0006061842,0.0002643783,0.0001143178,0.0001699413,0.00002345712,0.00006566468,0.000003358952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009597108,"about_ca_system_score_gemma":0.0002487738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009274448,"about_ca_topic_score_gemma":0.00002956338,"domain_scores_codex":[0.9981357,0.00009802268,0.0007658323,0.0001651137,0.0006096896,0.0002256063],"domain_scores_gemma":[0.998219,0.0005438934,0.0006524673,0.0002755875,0.0001997107,0.0001093121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001292425,0.008944183,0.9735902,0.0005877552,0.001448934,0.0000148267,0.001545557,0.001198857,0.000363447,0.0000559943,0.00009133616,0.01086651],"study_design_scores_gemma":[0.007110683,0.004052826,0.9795341,0.001300668,0.002573231,0.00007948474,0.001202874,0.0003308333,0.002329289,0.0002114154,0.0009887735,0.0002858106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926851,0.006151004,0.00005073253,0.0001025554,0.0003947939,0.0003915195,0.00001423166,0.000006814701,0.0002032473],"genre_scores_gemma":[0.9977751,0.002014989,0.00005210492,0.00004227744,0.00003490483,0.00000673407,0.00001417327,0.0000284316,0.00003130445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01058069,"threshold_uncertainty_score":0.5730778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228974239694998,"score_gpt":0.2583430273078145,"score_spread":0.2460532849108645,"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."}}