{"id":"W4289049927","doi":"","title":"Compression Stockings for the Prevention of Venous Leg Ulcer Recurrence: A Health Technology Assessment.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Compression stockings; Venous leg ulcer; Leg ulcer; Varicose Ulcer; Compression therapy; Surgery; Physical therapy; Intensive care medicine","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":[0.02465477,0.001497922,0.0048452,0.01069183,0.0004391977,0.003033496,0.001704881,0.002521871,0.003095798],"category_scores_gemma":[0.05955829,0.0006729394,0.0131345,0.007831039,0.0006794967,0.001561333,0.001517497,0.001830883,0.0002544697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01643343,"about_ca_system_score_gemma":0.01426148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.067947,"about_ca_topic_score_gemma":0.09253633,"domain_scores_codex":[0.9727582,0.01213067,0.003737802,0.001049242,0.009806527,0.0005175318],"domain_scores_gemma":[0.9646822,0.01890002,0.008858027,0.0004729941,0.00650348,0.0005833244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002925578,0.0002504833,0.01893507,0.4424258,0.04567329,0.0001303594,0.0003593267,0.007202288,0.0004444385,0.002759401,0.01428825,0.4646056],"study_design_scores_gemma":[0.0103614,0.007055773,0.1139505,0.5428113,0.234701,0.0007874222,0.0004417346,0.01344929,0.0009174311,0.004693623,0.0704558,0.0003747837],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005326407,0.9786258,0.001496734,0.00496738,0.0003320753,0.002118187,0.004421169,0.00006566184,0.002646653],"genre_scores_gemma":[0.2127805,0.7509355,0.01683292,0.006499278,0.0007545656,0.005872569,0.005432751,0.00003020285,0.0008617497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.067947,"threshold_uncertainty_score":0.135103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0398439531509775,"score_gpt":0.3452854490915275,"score_spread":0.30544149594055,"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."}}