{"id":"W6997382345","doi":"","title":"Vascular quality of care pilot study: how admission to a vascular surgery service affects evidence-based pharmacologic risk factor modification in patients with lower extremity peripheral arterial disease","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vascular surgery; Vascular disease; ACE inhibitor; Arterial disease; Risk factor; Angiotensin-converting enzyme; Angiotensin Receptor Blockers; Multidisciplinary approach","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":[0.003321523,0.000270199,0.0004747606,0.0009023289,0.001318617,0.001578484,0.0008035842,0.000565664,0.002145929],"category_scores_gemma":[0.0184461,0.0003343009,0.001115125,0.002428161,0.0007045137,0.0008923988,0.001274613,0.001319151,0.000212695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00497838,"about_ca_system_score_gemma":0.005948094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1704224,"about_ca_topic_score_gemma":0.229078,"domain_scores_codex":[0.9966862,0.001002492,0.0004249216,0.0004254776,0.0008797565,0.0005812733],"domain_scores_gemma":[0.9817106,0.00401587,0.00710316,0.000686204,0.00279868,0.003685551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003924096,0.0001247072,0.9974096,0.00001973463,0.0001044848,0.00002519714,0.000223026,0.00001886047,0.00002795436,0.00001776575,0.0002839578,0.001352278],"study_design_scores_gemma":[0.00008303501,0.0003592619,0.9984416,0.00002292612,0.00005797303,0.00004155175,0.0006336278,0.000124792,0.00001836799,0.00001122435,0.0001978993,0.000007602681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978926,0.0001979945,0.00006722676,0.0002517948,0.00001752096,0.0001043691,0.0008218602,0.000002961946,0.0006438572],"genre_scores_gemma":[0.9989079,0.0000858811,0.0001664329,0.0001290465,0.00001920861,0.00006732231,0.0005090816,0.000002167486,0.0001130465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704224,"threshold_uncertainty_score":0.3388608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2403286620374221,"score_gpt":0.4923508071072196,"score_spread":0.2520221450697975,"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."}}