{"id":"W4387241163","doi":"10.1089/derm.2022.0076","title":"Stasis Dermatitis: The Burden of Disease, Diagnosis, and Treatment","year":2023,"lang":"en","type":"review","venue":"Dermatitis","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Medicine; Itching; Disease; Quality of life (healthcare); Intensive care medicine; Medical prescription; Disease burden; Burden of disease; Health care; Physical therapy; Dermatology; Internal medicine","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":[0.002522439,0.0005236561,0.001218033,0.002332336,0.000874924,0.003762794,0.0007914923,0.001354538,0.008342592],"category_scores_gemma":[0.009214689,0.0003547166,0.0009186552,0.002196122,0.0006643653,0.002068386,0.001797272,0.003013743,0.001646575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003342491,"about_ca_system_score_gemma":0.00433685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008998737,"about_ca_topic_score_gemma":0.007687269,"domain_scores_codex":[0.9969004,0.0009709504,0.0003292004,0.0002816122,0.001149736,0.0003681002],"domain_scores_gemma":[0.9953992,0.0009963207,0.0008596639,0.0001095029,0.00155665,0.001078755],"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":[0.0002975942,0.0002423241,0.03554272,0.002628182,0.0003694861,0.0007131559,0.0003276456,0.0007374673,0.0005580143,0.007218484,0.1324207,0.8189442],"study_design_scores_gemma":[0.0002553501,0.001178325,0.1617332,0.02868445,0.001251024,0.01203029,0.004079089,0.005228236,0.0007322636,0.02415564,0.7604088,0.0002633751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02446086,0.8356953,0.003317667,0.1073655,0.003821122,0.0001355575,0.001225218,0.0001885396,0.02379012],"genre_scores_gemma":[0.2121695,0.7560039,0.003603189,0.01108778,0.008871113,0.0001740135,0.001514855,0.00006062918,0.006515035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008998737,"threshold_uncertainty_score":0.02790874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07048913586578204,"score_gpt":0.3456937058841442,"score_spread":0.2752045700183621,"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."}}