{"id":"W2790573906","doi":"10.1503/cjs.010114","title":"Is radiofrequency ablation of varicose veins a valuable option? A systematic review of the literature with a cost analysis","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Varicose veins; Radiofrequency ablation; Context (archaeology); Surgery; Guideline; Ablation; Laser ablation; Internal medicine; Laser; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009888087,0.0002951328,0.004344132,0.001176666,0.00006663028,0.00003565466,0.0001970776,0.0001340084,0.0002136507],"category_scores_gemma":[0.0007225968,0.0001507822,0.002476024,0.002520722,0.000106815,0.000112728,0.000005808768,0.0002085545,0.000002742519],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004138783,"about_ca_system_score_gemma":0.007172611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003896167,"about_ca_topic_score_gemma":0.0002143678,"domain_scores_codex":[0.99713,0.0003372557,0.001633332,0.0001705086,0.000511915,0.0002169596],"domain_scores_gemma":[0.9943022,0.0004225444,0.003038359,0.0006125367,0.001161778,0.0004626247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007789368,0.0009228759,0.001326421,0.9800677,0.00962153,0.0003042753,0.0001060107,8.263528e-7,1.247854e-8,0.00002209925,0.003458744,0.004161684],"study_design_scores_gemma":[0.0001220066,0.0004213532,0.0002701818,0.8941243,0.08047247,0.0005636553,0.00001087262,9.247946e-7,5.028861e-7,0.000007688261,0.02389281,0.0001132113],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001267669,0.9978884,0.000006432503,0.0001435253,0.0001254398,0.001221798,0.0003645219,0.000001870951,0.0001211804],"genre_scores_gemma":[0.002001968,0.9973775,0.00004582599,0.000198646,0.00008802488,0.00004703599,0.00009236855,0.00002876741,0.0001199124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08594341,"threshold_uncertainty_score":0.9984558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05653212850492965,"score_gpt":0.3149387822147425,"score_spread":0.2584066537098129,"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."}}