{"id":"W2090128445","doi":"10.1053/ajkd.2003.50010","title":"Improvement in lower-extremity peripheral arterial disease by nocturnal hemodialysis","year":2002,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Hemodialysis; Claudication; Intermittent claudication; Surgery; End stage renal disease; Kidney disease; Renal replacement therapy; Cardiology; Stenosis; Vascular disease; Radiology; Internal medicine; 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":[0.0004340746,0.0002596294,0.0006410241,0.0002810484,0.000447565,0.0002342093,0.000253013,0.0004825258,0.001340901],"category_scores_gemma":[0.001854731,0.00006550217,0.0004549044,0.0003009611,0.0001793365,0.0002972367,0.0002144565,0.0007529516,0.00009482254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002840493,"about_ca_system_score_gemma":0.0004017992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002089376,"about_ca_topic_score_gemma":0.003761529,"domain_scores_codex":[0.999782,0.00008014365,0.00002750622,0.00001741351,0.00003996864,0.00005302706],"domain_scores_gemma":[0.9994811,0.0001743089,0.00006710107,0.00003225612,0.00005254643,0.0001926649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02816858,0.009599291,0.5677928,0.0008866961,0.0005693301,0.01941386,0.0006923823,0.0008971901,0.0132401,0.0007013541,0.004037176,0.3540013],"study_design_scores_gemma":[0.001142867,0.01316118,0.9680948,0.00006945765,0.0003439572,0.01113321,0.0002831375,0.001156904,0.001206425,0.0004001799,0.002986479,0.00002152168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879164,0.002848754,0.0006547087,0.0008191093,0.0001508239,0.00006527155,0.0001276237,0.00005002196,0.007367233],"genre_scores_gemma":[0.9976642,0.0007331439,0.0003102077,0.0002282067,0.000167157,0.00001488333,0.0001343472,0.000003820802,0.0007440507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002089376,"threshold_uncertainty_score":0.004485726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006913688785692131,"score_gpt":0.2307026016846636,"score_spread":0.2237889128989715,"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."}}