{"id":"W2147300371","doi":"10.1111/hdi.12253","title":"Late acceleration of glomerular filtration rate decline is a risk for hemodialysis catheter use in patients with established nephrology chronic kidney disease care","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrology; Kidney disease; Renal function; Hemodialysis; Dialysis; Internal medicine; Renal replacement therapy; Intensive care 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":[0.000511406,0.0001594416,0.0002605397,0.0005912294,0.0006002623,0.0007730224,0.0003061228,0.0005418127,0.00168474],"category_scores_gemma":[0.003706402,0.0002129742,0.0004290847,0.0007633523,0.0002202766,0.0004417266,0.0004341309,0.001300973,0.0001587141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002739603,"about_ca_system_score_gemma":0.0004861463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004702506,"about_ca_topic_score_gemma":0.007120219,"domain_scores_codex":[0.9995034,0.0001299462,0.00006321957,0.00007907973,0.0001279969,0.00009637829],"domain_scores_gemma":[0.9969554,0.0005449541,0.001566301,0.00009948125,0.0001979795,0.0006358484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003120524,0.0000279652,0.9994023,0.000002958364,0.000008865986,0.00002940712,0.00002012065,0.000008401827,0.00002621989,0.000004811888,0.00003237357,0.0004053906],"study_design_scores_gemma":[0.000002527355,0.00004920779,0.9994975,0.000003737769,0.000008825619,0.0001755484,0.00005516885,0.0001123768,0.00001499082,0.00001097468,0.0000672877,0.000001737995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991744,0.0002606398,0.00004659887,0.00009988503,0.000006118816,0.000005162825,0.00008615704,0.000002398666,0.0003185806],"genre_scores_gemma":[0.9996405,0.00007328207,0.00004863102,0.00003543483,0.00001740145,0.000003774298,0.00009622839,7.707504e-7,0.00008402872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004702506,"threshold_uncertainty_score":0.0093503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009124301006704132,"score_gpt":0.2419889946858231,"score_spread":0.2328646936791189,"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."}}