{"id":"W2290161599","doi":"10.1191/1358863x06vm661xx","title":"Vascular viewpoint","year":2006,"lang":"en","type":"article","venue":"Vascular Medicine","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Amputation; Duplex scanning; Clinical endpoint; Surgery; Claudication; Intermittent claudication; Critical limb ischemia; Duplex ultrasonography; Stenosis; Population; Quality of life (healthcare); Randomized controlled trial; Cardiology; Internal medicine; Vascular disease; Arterial disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001718072,0.0004466156,0.0007017663,0.0006581267,0.0009222943,0.004131615,0.001177614,0.004300599,0.2746954],"category_scores_gemma":[0.009333153,0.0002004436,0.0003912945,0.0007772615,0.00146004,0.00262541,0.001293928,0.004077807,0.1287817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251488,"about_ca_system_score_gemma":0.002331412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280607,"about_ca_topic_score_gemma":0.00190822,"domain_scores_codex":[0.9989583,0.0002666532,0.00006879299,0.0002633722,0.0003197901,0.0001230294],"domain_scores_gemma":[0.9966097,0.0009947565,0.000218257,0.0003873698,0.001144619,0.0006454529],"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":[0.0001144881,0.0000320788,0.0004887909,0.0002959481,0.00001044293,0.0002197415,0.00006967315,0.00003121011,0.0001868215,0.01518483,0.8769152,0.1064508],"study_design_scores_gemma":[0.00003543747,0.00002841553,0.0004875141,0.0003587313,0.000006766753,0.0003934959,0.00009530105,0.0000180748,0.00004793861,0.00348697,0.995037,0.000004384919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002233072,0.03989264,0.001026862,0.3660666,0.09835139,0.00007601555,0.002296317,0.0004123569,0.4896447],"genre_scores_gemma":[0.0392345,0.04720419,0.001404666,0.2588893,0.08912017,0.0001766059,0.00225642,0.0003808111,0.5613334],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2746954,"threshold_uncertainty_score":0.9189478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009008036015638873,"score_gpt":0.2379618645406493,"score_spread":0.2289538285250104,"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."}}