{"id":"W3092111704","doi":"10.1111/hdi.12877","title":"A faster decline of residual kidney function and erythropoietin stimulating agent hyporesponsiveness in incident hemodialysis patients","year":2020,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Interquartile range; Hemodialysis; Dialysis; Renal function; Odds ratio; Erythropoietin; Confidence interval; Internal medicine; Urinary system; Urology; 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":[0.0005782504,0.00017636,0.0002675167,0.0004562496,0.0003460833,0.0007959753,0.0003074313,0.0003555805,0.001876792],"category_scores_gemma":[0.001769764,0.0002233684,0.0003858677,0.0006898399,0.0002518376,0.0004187705,0.0003314322,0.0008778421,0.0001969259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002474631,"about_ca_system_score_gemma":0.0002922514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004093529,"about_ca_topic_score_gemma":0.003570494,"domain_scores_codex":[0.9996994,0.00005932434,0.00003966506,0.00009238822,0.00005192924,0.00005732337],"domain_scores_gemma":[0.998297,0.0002703243,0.0009055943,0.0001071432,0.0001390215,0.0002809172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002143358,0.000006558608,0.9996228,0.00000132766,0.0000100431,0.00001785736,0.00001338869,0.00001415969,0.00005351752,0.000004138941,0.00002550388,0.0002092997],"study_design_scores_gemma":[0.000002035571,0.00002587194,0.9995267,0.00000171239,0.000008400799,0.0001205374,0.00005299179,0.0001470025,0.00003470789,0.000009050967,0.00006933561,0.000001604185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995146,0.000073228,0.00005476521,0.00003417335,0.000004163488,0.000001410642,0.0001597722,0.00000305406,0.0001548285],"genre_scores_gemma":[0.999674,0.00002145093,0.0000271926,0.00001584295,0.000007125488,0.000001315113,0.0001727987,9.18661e-7,0.00007942232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004093529,"threshold_uncertainty_score":0.008139372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148226219064811,"score_gpt":0.2757137495682745,"score_spread":0.2542314873776264,"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."}}