{"id":"W2057146024","doi":"10.2147/vhrm.s61966","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":"Vascular Health and Risk Management","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Guideline; Statin; ACE inhibitor; Medical prescription; Vascular disease; Population; Vascular surgery; Internal medicine; Physical therapy; Intensive care medicine; Emergency medicine; Angiotensin-converting enzyme; Blood pressure; Pharmacology; Cardiac surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005850468,0.0003051182,0.0005188079,0.0009758878,0.001477456,0.001808341,0.0008677858,0.0008157052,0.002824511],"category_scores_gemma":[0.0310314,0.0002829045,0.001628776,0.002211641,0.0009459556,0.001240231,0.001644517,0.001806044,0.0002118945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005321942,"about_ca_system_score_gemma":0.006466896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08760238,"about_ca_topic_score_gemma":0.09911763,"domain_scores_codex":[0.9936352,0.003116496,0.0006886927,0.0006741596,0.0009188736,0.0009666522],"domain_scores_gemma":[0.9587973,0.0118647,0.01529387,0.001330476,0.00484722,0.007866305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005460349,0.0003345759,0.9964975,0.00002082238,0.000134546,0.00003403324,0.0002967477,0.00004036247,0.0000270661,0.00002707359,0.000257318,0.001784015],"study_design_scores_gemma":[0.0001333855,0.0009397318,0.9972965,0.00002679642,0.000081791,0.0000394393,0.0009769818,0.0002600912,0.00002155277,0.00002535536,0.0001875517,0.00001070589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984941,0.0001283295,0.00006630187,0.0003456972,0.00001890916,0.00008713971,0.0003988129,0.00000294893,0.0004576531],"genre_scores_gemma":[0.9992164,0.00004738618,0.0001523739,0.0001631021,0.00002019426,0.00005577532,0.0002548286,0.000002020967,0.00008783917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08760238,"threshold_uncertainty_score":0.174185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049451421858204,"score_gpt":0.3058371728529314,"score_spread":0.2653426586343494,"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."}}