{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001407552,0.0002079046,0.0004421657,0.0001838319,0.00008284175,0.000336917,0.0002450093,0.00006019319,0.0005326957],"category_scores_gemma":[0.0001878527,0.0002055513,0.0004278168,0.0003302236,0.00008673772,0.0006071652,0.0003826547,0.0001307595,0.00007105985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048504,"about_ca_system_score_gemma":0.00005973277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005594749,"about_ca_topic_score_gemma":0.000008350391,"domain_scores_codex":[0.9979373,0.00003685826,0.0003756421,0.0005798227,0.0008609707,0.0002094011],"domain_scores_gemma":[0.9990009,0.00002012388,0.00007424274,0.0003073772,0.0001645895,0.000432751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005215611,0.0001478902,0.8621665,0.00006013125,0.004198857,0.0001012598,0.0003402582,0.002074997,0.0002675753,0.0001599071,0.00142598,0.1285351],"study_design_scores_gemma":[0.003395375,0.0001045973,0.932516,0.00003190004,0.001489079,0.00006087845,0.0002081817,0.02325924,0.0005689576,0.000142667,0.03774495,0.0004782202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693372,0.00004561322,0.02095373,0.003546674,0.000298154,0.0003924663,0.0000797473,0.0001096233,0.005236812],"genre_scores_gemma":[0.9948495,0.00001690466,0.0008889642,0.003012473,0.000888559,0.00004655073,0.0001899161,0.0000198495,0.00008726003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1280569,"threshold_uncertainty_score":0.8382137,"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."}}