{"id":"W2048810194","doi":"10.1503/cmaj.131281","title":"Graduated compression stockings","year":2014,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compression therapy; Lymphedema; Medicine; Compression stockings; Deep vein; Venous thrombosis; Thrombophlebitis; Chronic venous insufficiency; Surgery; Thrombosis; Compression (physics); Varicose veins; Lymphatic system; Internal medicine; Cancer; Pathology; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002421689,0.0006980724,0.0008479612,0.002199765,0.0002682349,0.0007117002,0.0007472959,0.0007232188,0.008492604],"category_scores_gemma":[0.000947101,0.0001319875,0.0005186831,0.001282286,0.0003613302,0.0005592654,0.0004415999,0.0009739733,0.002196491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002805109,"about_ca_system_score_gemma":0.0005234248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562519,"about_ca_topic_score_gemma":0.002732285,"domain_scores_codex":[0.9996229,0.00003576946,0.00003845041,0.00006216075,0.0002167241,0.00002391223],"domain_scores_gemma":[0.9997475,0.0001125026,0.0000537362,0.000008137594,0.00005976776,0.00001848098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008422267,0.0001244328,0.0004316448,0.01128328,0.000107651,0.0002579599,0.00003668582,0.0001372971,0.001150768,0.001221667,0.02302389,0.9621404],"study_design_scores_gemma":[0.0001639425,0.0004266261,0.008194088,0.01416498,0.0002691644,0.009783036,0.0001509854,0.0002187379,0.001815225,0.001867479,0.9629011,0.00004473244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001085354,0.9921981,0.0002696582,0.0003231498,0.0003933034,0.00003390486,0.000128023,0.00002333311,0.005545267],"genre_scores_gemma":[0.01083833,0.9836654,0.0006765079,0.0004803635,0.0005354507,0.00003076006,0.0002613603,0.000004902708,0.003506979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008492604,"threshold_uncertainty_score":0.02841061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771699541654566,"score_gpt":0.3298453320171343,"score_spread":0.3021283366005886,"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."}}