{"id":"W2209131238","doi":"10.1016/j.jvn.2015.03.003","title":"Review of article: A randomized trial comparing treatments for varicose veins by Julie Brittenden, MD, Seonaidh C. Cotton, PhD, Andrew Elders, MSc, et al (N Engl J Med 2014; 371:1218-27)","year":2015,"lang":"en","type":"letter","venue":"Journal of Vascular Nursing","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; St. Boniface Hospital","funders":"","keywords":"Medicine; Varicose veins; Randomized controlled trial; Gerontology; Physical therapy; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002285247,0.0006763815,0.004550222,0.0003276792,0.0001406279,0.00008287664,0.0002834438,0.0003735892,0.00008263799],"category_scores_gemma":[0.0009506091,0.0005095599,0.002876146,0.0001919344,0.0002119951,0.0002553919,0.00003664888,0.0009209543,0.00000826248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005937923,"about_ca_system_score_gemma":0.0007846842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003503819,"about_ca_topic_score_gemma":8.635535e-7,"domain_scores_codex":[0.9945785,0.000704233,0.002007881,0.0004861658,0.001618527,0.0006047373],"domain_scores_gemma":[0.9952174,0.0007167744,0.002108875,0.0005444096,0.0009868605,0.0004256771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.07910363,0.01984448,0.00001557904,0.001842547,0.008338679,0.0003280755,0.0002549118,0.000003629721,0.00003393786,0.000003511154,0.8865288,0.003702238],"study_design_scores_gemma":[0.4977742,0.008383906,0.000005086754,0.03448398,0.02453453,0.0003199624,0.00003528937,0.00003286728,0.0001811477,0.00009897311,0.4338337,0.0003163835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008406007,0.6856565,0.0005557932,0.2967256,0.002031457,0.005886427,0.0002016866,0.0000454655,0.0004911241],"genre_scores_gemma":[0.007421211,0.4913363,0.003754714,0.4893107,0.004587656,0.0003296956,0.00237299,0.0004437331,0.0004429904],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.452695,"threshold_uncertainty_score":0.9997356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04166244862055627,"score_gpt":0.337807304006614,"score_spread":0.2961448553860577,"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."}}