{"id":"W1503958821","doi":"10.1111/hdi.12099","title":"Disparities in arteriovenous fistula placement in older hemodialysis patients","year":2013,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Arteriovenous fistula; Dialysis; End stage renal disease; Internal medicine; Nephrology; Central venous catheter; Home hemodialysis; Referral; Logistic regression; Cohort; Emergency medicine; Intensive care medicine; Surgery; Catheter; Family medicine","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":[0.0005347407,0.00007748016,0.000180632,0.0004205564,0.0003615149,0.0002756589,0.000179394,0.0002475062,0.001624347],"category_scores_gemma":[0.003394118,0.00007989197,0.0002057524,0.0005963811,0.0001503726,0.0003017512,0.0003449561,0.0003636809,0.00005567768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003541883,"about_ca_system_score_gemma":0.0004217855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293743,"about_ca_topic_score_gemma":0.02145542,"domain_scores_codex":[0.9996383,0.0001008269,0.00004046081,0.00007283711,0.00005736761,0.00009022385],"domain_scores_gemma":[0.9989799,0.0002342777,0.000489347,0.00004869827,0.00007488972,0.0001728675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002971897,0.00004782074,0.9973736,0.000006334937,0.00002434681,0.00002539629,0.0002078181,0.0000407531,0.00009781645,0.0001872467,0.0001093661,0.001849874],"study_design_scores_gemma":[0.000004958234,0.00003113964,0.9989129,0.00001117192,0.00001352789,0.00006883974,0.0002909785,0.0002149892,0.00003795117,0.0001788922,0.0002319775,0.000002561984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990921,0.0001339231,0.00005202609,0.0001675879,0.000004144364,0.000003394203,0.00009717148,5.122145e-7,0.0004491298],"genre_scores_gemma":[0.9998038,0.00004546293,0.0000244535,0.0000327244,0.000004485709,0.000001583159,0.00004544586,2.406543e-7,0.00004189157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01293743,"threshold_uncertainty_score":0.02572423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917898299361803,"score_gpt":0.3069125329546787,"score_spread":0.2877335499610607,"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."}}