{"id":"W4211005925","doi":"10.1016/j.cjca.2022.02.004","title":"Building Your Peripheral Artery Disease Toolkit: Medical Management of Peripheral Artery Disease in 2022","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; McMaster University; Population Health Research Institute","funders":"Janssen Pharmaceuticals; Pfizer Canada; Bayer","keywords":"Medicine; Antithrombotic; Arterial disease; Disease; Intensive care medicine; Diabetes mellitus; Smoking cessation; Physical therapy; Vascular disease; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001203243,0.0007607609,0.003733004,0.00136641,0.0001429983,0.00005074947,0.001029643,0.0002631238,0.003248141],"category_scores_gemma":[0.0002302836,0.00069259,0.002174161,0.0006497845,0.000385659,0.0001762195,0.0002446525,0.001483235,0.00001088676],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377775,"about_ca_system_score_gemma":0.006239281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000108247,"about_ca_topic_score_gemma":0.0001283573,"domain_scores_codex":[0.993907,0.0009717402,0.00217278,0.0007203099,0.001127028,0.001101098],"domain_scores_gemma":[0.9939453,0.00009880414,0.0007754745,0.0009218847,0.0001154843,0.004143056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005932002,0.0001017666,0.008001567,0.01880657,0.004050485,0.1250182,0.0001214181,0.0007706303,3.293397e-7,0.0006587803,0.01335702,0.82852],"study_design_scores_gemma":[0.001553103,0.0002614761,0.009358306,0.007523432,0.003493484,0.001075113,0.0001728704,0.00006170305,9.857816e-9,0.0001232672,0.9758465,0.0005307472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002268206,0.990106,0.0003430507,0.0008888714,0.002303096,0.001289394,0.0003588367,0.00001874522,0.002423829],"genre_scores_gemma":[0.01767712,0.9780644,0.0002059099,0.0007570501,0.002013321,0.0002414666,0.000249407,0.0001528117,0.0006385488],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9624895,"threshold_uncertainty_score":0.9995525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03729581100527604,"score_gpt":0.309866523996813,"score_spread":0.272570712991537,"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."}}