{"id":"W3024877272","doi":"10.1111/hdi.12835","title":"Abnormal digital brachial index prior to hemodialysis access construction and cardiovascular mortality","year":2020,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Blood pressure; Cardiology; Internal medicine; Ankle; End stage renal disease; Diabetes mellitus; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002955012,0.0001422253,0.0002285762,0.0006154795,0.0002734866,0.0004647796,0.0001778735,0.0002165614,0.001627964],"category_scores_gemma":[0.001679657,0.0001273535,0.0001564668,0.0006043371,0.0002266497,0.0002832151,0.0003296885,0.0004951403,0.0001687081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002255918,"about_ca_system_score_gemma":0.0003021179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256493,"about_ca_topic_score_gemma":0.001357529,"domain_scores_codex":[0.9997599,0.00003470783,0.00003260727,0.0000588021,0.00006242461,0.00005155178],"domain_scores_gemma":[0.9981553,0.0003447419,0.0009150886,0.00006627823,0.0001079342,0.0004106326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004635228,0.00001228035,0.9993311,0.000003091055,0.000007115555,0.00002897361,0.00001537741,0.00001074688,0.00008244398,0.000003117849,0.00001983182,0.0004396056],"study_design_scores_gemma":[0.000001558503,0.00004187799,0.9995894,0.000002168299,0.000006040137,0.0001791848,0.00002688339,0.00004747507,0.00004387612,0.000007189989,0.00005312273,0.000001209143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994678,0.00009262731,0.00003010824,0.00001945709,0.0000035047,0.000001994081,0.0001197701,0.000002075591,0.0002627121],"genre_scores_gemma":[0.9997037,0.00003792074,0.00003338253,0.000007669127,0.00001037592,0.000001839129,0.0001402774,5.296362e-7,0.00006430866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001627964,"threshold_uncertainty_score":0.005446017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309087055313979,"score_gpt":0.2787213416843887,"score_spread":0.2556304711312489,"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."}}