{"id":"W2067399757","doi":"10.1161/circulationaha.104.502179","title":"External Beam Radiation to Prevent Restenosis After Superficial Femoral Artery Balloon Angioplasty","year":2005,"lang":"en","type":"article","venue":"Circulation","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Montreal Heart Institute","funders":"Institut de Cardiologie de Montréal; Government of Canada","keywords":"Medicine; Restenosis; Brachytherapy; Angioplasty; Nuclear medicine; Balloon; Radiology; Percutaneous; Radiation therapy; Femoral artery; Lumen (anatomy); Stent; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005600629,0.0004911757,0.001168244,0.000319406,0.0002301134,0.0002193389,0.000388561,0.0004643252,0.002509789],"category_scores_gemma":[0.00089135,0.0001827165,0.0004816182,0.0002544122,0.0004131503,0.0001398031,0.0002151875,0.000759587,0.0002616876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002186932,"about_ca_system_score_gemma":0.000286031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002243141,"about_ca_topic_score_gemma":0.0004123578,"domain_scores_codex":[0.9996961,0.0001809187,0.00001836293,0.00002961048,0.00003070941,0.00004423163],"domain_scores_gemma":[0.9997105,0.0001123545,0.00007914245,0.00002850166,0.00000982384,0.00005967949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4322665,0.02670275,0.02496339,0.002052305,0.00273536,0.0003340918,0.0002832831,0.002633065,0.08256396,0.0004192981,0.003302311,0.4217438],"study_design_scores_gemma":[0.1273769,0.6570503,0.1718566,0.0004329075,0.003061465,0.001786471,0.0001364834,0.002310608,0.02514988,0.0007002492,0.01007151,0.00006661744],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930408,0.005158882,0.0005367994,0.0001545161,0.00007809994,0.000184538,0.00007547899,0.00006660057,0.0007042575],"genre_scores_gemma":[0.9947068,0.002558815,0.001004349,0.0002431044,0.0001194769,0.0002742589,0.0001861457,0.00001309016,0.0008938872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002509789,"threshold_uncertainty_score":0.008396149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142967077463308,"score_gpt":0.2475456125420709,"score_spread":0.2361159417674378,"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."}}