{"id":"W2782826432","doi":"10.14740/jh367w","title":"Alterations of Hematological Parameters, Hemoglobin and Hematocrit With Liver Enzymes, Aspartate Transaminase and Alanine Transaminase Among Patients With Chronic Kidney Disease Undergoing Hemodialysis in Aljouf Region, Saudi Arabia","year":2018,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Alanine transaminase; Aspartate transaminase; Gastroenterology; Hematocrit; Anemia; Kidney disease; Hemodialysis; Hemoglobin; Renal function; Liver function; Chronic liver disease; Liver disease; Transaminase; Erythropoietin; Endocrinology; Alkaline phosphatase; Enzyme; Biology; Cirrhosis; Biochemistry","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":[0.0001600425,0.0002947595,0.001022596,0.0002623437,0.00009045641,0.00001778441,0.00007344089,0.0001141963,0.00004675929],"category_scores_gemma":[0.0001139236,0.0001911387,0.00009878042,0.0002349741,0.0008472067,0.0001809344,0.00001567981,0.0002463698,9.988523e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007916879,"about_ca_system_score_gemma":0.0003018635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003639855,"about_ca_topic_score_gemma":0.0003585273,"domain_scores_codex":[0.9981756,0.0001408428,0.0007418513,0.0003283934,0.0002821112,0.0003312461],"domain_scores_gemma":[0.998349,0.0002274284,0.0004382319,0.0002233537,0.0002484908,0.0005134753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003915337,0.001643975,0.9845342,0.001373086,0.0004598768,0.004682372,0.001142049,0.00001991958,0.0001389903,0.001001739,0.0006534461,0.0004350214],"study_design_scores_gemma":[0.09677484,0.0341793,0.7547519,0.01623575,0.006056997,0.03561124,0.001568444,0.002001478,0.04967419,0.0009859527,0.0005030499,0.001656888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932309,0.002494043,0.001420462,0.002336486,0.00003048258,0.0004372053,0.00001217397,0.00001153702,0.00002674912],"genre_scores_gemma":[0.9948893,0.0005851095,0.004195828,0.0001999108,0.00003017228,0.00001450281,0.00002194006,0.00002464935,0.00003862519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2297823,"threshold_uncertainty_score":0.7794409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056493356194406,"score_gpt":0.2310408152922512,"score_spread":0.2204758817303071,"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."}}