{"id":"W2134034735","doi":"10.1016/j.jvs.2005.03.009","title":"Cardiovascular risk prevention in peripheral artery disease","year":2005,"lang":"en","type":"review","venue":"Journal of Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Myocardial infarction; Arterial disease; Internal medicine; Stroke (engine); Disease; Cardiology; Peripheral; Revascularization; Population; Statin; Vascular 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002934793,0.0005994125,0.004485874,0.001141222,0.0000527516,0.00006841896,0.0002349334,0.0002219167,0.0003161745],"category_scores_gemma":[0.0003709237,0.0004690838,0.01268068,0.0005683246,0.00005599551,0.0003287201,0.00008491745,0.0009329623,0.00005460887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008008349,"about_ca_system_score_gemma":0.001205568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007534477,"about_ca_topic_score_gemma":0.00000360017,"domain_scores_codex":[0.9944549,0.001082616,0.002165797,0.0004616204,0.001349075,0.0004859746],"domain_scores_gemma":[0.9969288,0.0001431947,0.001157568,0.000980862,0.0001698603,0.0006196958],"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":[0.00008046758,0.0006061883,0.00147045,0.009289827,0.00591313,0.003609994,0.00001864007,0.0001492004,3.379476e-8,0.000001185869,0.001992461,0.9768685],"study_design_scores_gemma":[0.000805379,0.00005736406,0.007184408,0.02477387,0.01442469,0.0003478393,0.00001250869,0.00002381885,2.751377e-8,0.0000170855,0.9519643,0.0003887008],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001599443,0.9963773,0.0003016615,0.00004874037,0.0006988182,0.0008445,0.00001487121,0.000025196,0.00008948581],"genre_scores_gemma":[0.0003745732,0.9971147,0.0002362187,0.00007857014,0.001742006,0.00006032886,0.00006628438,0.0001071517,0.0002201858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9764797,"threshold_uncertainty_score":0.9997761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03650862488267653,"score_gpt":0.3038648463303055,"score_spread":0.2673562214476289,"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."}}