{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002191478,0.00008385025,0.0002600489,0.00008500013,0.00006998682,0.00000885259,0.00008486088,0.00004751363,0.00003081329],"category_scores_gemma":[0.00004796218,0.00005303661,0.0001005246,0.000131856,0.00004169062,0.00004189199,0.0000284306,0.0000725592,0.000003500699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007814985,"about_ca_system_score_gemma":0.0001194175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002443015,"about_ca_topic_score_gemma":0.000004625732,"domain_scores_codex":[0.9992046,0.00002216704,0.0001936556,0.0001719502,0.0001735779,0.0002341028],"domain_scores_gemma":[0.9993118,0.0001177162,0.0001845402,0.000253666,0.00007177671,0.00006050051],"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":[0.0001706212,0.00681775,0.07360166,0.0003251199,0.0001993336,0.000001137658,0.0000531538,0.00000589655,0.0000215066,0.00164641,0.002903956,0.9142535],"study_design_scores_gemma":[0.00330581,0.003527163,0.9732175,0.0003230301,0.0002423014,0.00000861559,0.000317132,0.000105797,0.0005566679,0.0008467648,0.01745939,0.00008982387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732733,0.005403794,0.0004083388,0.010846,0.0004196826,0.008104834,0.00004845607,0.0000858429,0.001409739],"genre_scores_gemma":[0.9958076,0.0002567034,0.0002235134,0.0001633796,0.00003531363,0.002976767,0.00003663199,0.00001193421,0.0004880812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9141636,"threshold_uncertainty_score":0.216277,"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."}}