{"id":"W3126351331","doi":"10.14740/jh684","title":"Use of a Mobile Intermittent Pneumatic Compression Device (Vekroosan) in Mobile Patients With Chronic Venous Disease","year":2021,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intermittent pneumatic compression; Compression (physics); Femoral vein; Surgery; Compression therapy; Vein; Popliteal vein; Blood flow; Radiology; Deep vein; Thrombosis","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":[0.0001655973,0.0001629825,0.0002201561,0.0002983385,0.0002148765,0.0001856597,0.00007879654,0.0002218987,0.001217674],"category_scores_gemma":[0.001037667,0.00005959141,0.000143797,0.0002626021,0.0001442176,0.0001373033,0.0001590206,0.0002006618,0.0001027245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180993,"about_ca_system_score_gemma":0.0001849222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004325016,"about_ca_topic_score_gemma":0.000728938,"domain_scores_codex":[0.9998684,0.00003696645,0.00001233375,0.0000200455,0.00003071989,0.00003159536],"domain_scores_gemma":[0.9996519,0.0001122685,0.0001145066,0.00001206946,0.00001615202,0.00009302241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001727443,0.0004633198,0.9518903,0.00012099,0.000061003,0.001460467,0.0001789387,0.0001056955,0.003213424,0.00003342341,0.0002635451,0.04048142],"study_design_scores_gemma":[0.0002802242,0.009056586,0.9792562,0.00007125911,0.00008985514,0.008636804,0.0002596256,0.0003706728,0.000816745,0.00003063001,0.001121682,0.000009647945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988028,0.0007366633,0.00005571769,0.00002873138,0.000006977724,0.000007971108,0.00002952545,0.000002519293,0.0003291185],"genre_scores_gemma":[0.9995596,0.0002182098,0.00007026309,0.00002664809,0.00001485008,0.000007152332,0.00004074586,3.008027e-7,0.00006218331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001217674,"threshold_uncertainty_score":0.004073501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854554858376307,"score_gpt":0.2816606085489904,"score_spread":0.2631150599652274,"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."}}