{"id":"W4229006884","doi":"10.1016/j.cjca.2022.02.029","title":"Canadian Cardiovascular Society 2022 Guidelines for Peripheral Arterial Disease","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Alberta Health Services; University of Alberta; Sinai Health System; Libin Cardiovascular Institute of Alberta; University Health Network; Ottawa Hospital; University of British Columbia; St. Michael's Hospital; St. Boniface Hospital; University of Manitoba; McMaster University; Canadian Heart Research Centre; McGill University; University of Ottawa; Dalhousie University; Western University; University of Toronto; Vancouver General Hospital; University of Calgary","funders":"University of Ottawa","keywords":"Medicine; Critical limb ischemia; Aspirin; Claudication; Intermittent claudication; Psychological intervention; Pharmacotherapy; Intensive care medicine; Internal medicine; Antithrombotic; Diabetes mellitus; Evidence-based medicine; Arterial disease; Physical therapy; Surgery; Vascular disease; Pathology; Alternative medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004197161,0.002272496,0.002207418,0.009830181,0.002988511,0.003603386,0.004217885,0.006032482,0.02926791],"category_scores_gemma":[0.01635235,0.0009130016,0.00313915,0.00822881,0.001260331,0.0008671486,0.001859648,0.007667979,0.01284681],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01640131,"about_ca_system_score_gemma":0.0858676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6955758,"about_ca_topic_score_gemma":0.8071418,"domain_scores_codex":[0.9936034,0.0008581752,0.001027498,0.0002574143,0.003397782,0.000855734],"domain_scores_gemma":[0.9770917,0.00172656,0.001101605,0.0002892565,0.01751609,0.002274635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002659587,0.00003680272,0.0005388771,0.0004990575,0.00003651451,0.000105827,0.00004063257,0.0002058455,0.00005402684,0.002234884,0.9581336,0.03808722],"study_design_scores_gemma":[0.0002000455,0.00002763208,0.006128015,0.003628286,0.0001536824,0.0004350778,0.0001264377,0.0003219929,0.00007869899,0.003175628,0.9856561,0.00006839195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002541912,0.2636132,0.01141511,0.2122162,0.06458953,0.002457593,0.04471893,0.002162816,0.3962847],"genre_scores_gemma":[0.0382999,0.3261663,0.08148683,0.11728,0.0304028,0.005865979,0.1297613,0.00150586,0.2692311],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9835987,"threshold_uncertainty_score":0.612434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03376560010641442,"score_gpt":0.2712540709294874,"score_spread":0.237488470823073,"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."}}