{"id":"W2804081346","doi":"10.1093/ndt/gfy104.sp340","title":"SP340IS LOW HEMOGLOBIN AT HEMODIALYSIS INITIATION ASSOCIATED WITH FIRST-YEAR SURVIVAL AMONG PATIENTS TREATED TO TARGET LEVELS SOON AFTER DIALYSIS START?","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Hemoglobin; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009550046,0.0002187602,0.0003097148,0.0004683709,0.0003185503,0.0007410284,0.0005761667,0.0006744,0.003234116],"category_scores_gemma":[0.004624833,0.0002678986,0.0008946954,0.0009733058,0.0003916915,0.0004099915,0.0003900883,0.001092972,0.0002116301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004022867,"about_ca_system_score_gemma":0.0006388077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0067553,"about_ca_topic_score_gemma":0.004347758,"domain_scores_codex":[0.9995213,0.0001701818,0.00003681671,0.0001104637,0.0000508682,0.0001103869],"domain_scores_gemma":[0.9956791,0.001055386,0.002283904,0.0001514611,0.0002463462,0.0005839517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001032155,0.000009776,0.9988788,0.000007838535,0.00005455455,0.00001842925,0.00001570766,0.00004791771,0.00002330795,0.00002280657,0.000151501,0.0006661899],"study_design_scores_gemma":[0.00001166724,0.00005746902,0.9989787,0.00001632674,0.00008390874,0.0001058384,0.00007770028,0.0004114833,0.00002762434,0.00007047566,0.000155651,0.000003139263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998133,0.0006162788,0.00008582437,0.0004061857,0.00001606678,0.000002713004,0.0003811386,0.000005052291,0.0003538432],"genre_scores_gemma":[0.9994817,0.00009961053,0.00005153646,0.00004299921,0.00002086511,0.000002344124,0.0002181944,0.000001690325,0.00008097368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0067553,"threshold_uncertainty_score":0.01343197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009885943084122271,"score_gpt":0.2216573763852371,"score_spread":0.2117714333011149,"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."}}