{"id":"W3020599349","doi":"10.1016/j.jvsv.2020.02.013","title":"Coil embolization for the treatment of peripheral veins:","year":2020,"lang":"en","type":"article","venue":"Journal of Vascular Surgery Venous and Lymphatic Disorders","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Varicose veins; Sclerotherapy; Consolidated Standards of Reporting Trials; Guideline; Randomized controlled trial; Cyanoacrylate; Systematic review; Clinical trial; Surgery; MEDLINE; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008711598,0.000533141,0.0009011805,0.00168693,0.0003777416,0.00117705,0.0003806627,0.001412473,0.006097735],"category_scores_gemma":[0.001603348,0.0001433476,0.0006099548,0.001018818,0.0007296167,0.001117613,0.0006130969,0.001843522,0.002606212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005334279,"about_ca_system_score_gemma":0.0007732213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000700068,"about_ca_topic_score_gemma":0.001601904,"domain_scores_codex":[0.9995565,0.000123804,0.00005130898,0.00007756097,0.0001476423,0.00004309513],"domain_scores_gemma":[0.9995419,0.0001755356,0.0001067523,0.00003071261,0.00007953674,0.00006555767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003284706,0.00005898793,0.0007475888,0.003753743,0.00009998249,0.0007549843,0.00006722886,0.0001654843,0.002375089,0.002755079,0.1022132,0.8866801],"study_design_scores_gemma":[0.0004041926,0.0007057423,0.007424473,0.006221538,0.0003136277,0.02432204,0.00009103154,0.0005351404,0.00485662,0.008500105,0.9465504,0.00007503713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002977694,0.955079,0.005672517,0.01633107,0.004614004,0.00005044194,0.000147254,0.0002482113,0.01487988],"genre_scores_gemma":[0.06650582,0.8548951,0.01024469,0.02243714,0.02411296,0.0001504591,0.0005685709,0.0001634529,0.02092178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006097735,"threshold_uncertainty_score":0.02039897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363054718869034,"score_gpt":0.2577523148502968,"score_spread":0.2341217676616064,"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."}}