{"id":"W1516710951","doi":"10.1111/hdi.12270","title":"Serum sulfatide abnormality is associated with increased oxidative stress in hemodialysis patients","year":2015,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malondialdehyde; Oxidative stress; Medicine; Hemodialysis; Internal medicine; Abnormality; Endocrinology","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":[0.0003158197,0.00021112,0.0003634048,0.0007898702,0.0003247976,0.000301009,0.0001313639,0.0004015875,0.0006034338],"category_scores_gemma":[0.001254503,0.0001600001,0.0003359333,0.0007196207,0.0002065538,0.0002798396,0.0002571967,0.0004371452,0.00007068253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030526,"about_ca_system_score_gemma":0.000200591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091073,"about_ca_topic_score_gemma":0.0009235198,"domain_scores_codex":[0.9997624,0.00005097751,0.00005125802,0.00004770178,0.00004976149,0.00003792976],"domain_scores_gemma":[0.999084,0.0001370868,0.0004918634,0.00004809876,0.00009534979,0.0001434729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003422586,0.0000416208,0.9953967,0.00001279047,0.00003942841,0.000348398,0.00009542974,0.00003603994,0.001731121,0.00001488645,0.00002555895,0.001915934],"study_design_scores_gemma":[0.0000058444,0.0001616515,0.9982186,0.00000403075,0.00003465456,0.0008671366,0.00009086507,0.0001744367,0.0003202638,0.00003262416,0.00008528407,0.000004529237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994738,0.000259107,0.00008189877,0.00001554921,0.000002943193,0.000003310895,0.00003100367,0.000002661323,0.0001297095],"genre_scores_gemma":[0.9997614,0.00007290168,0.00006536378,0.000007781971,0.000007258467,0.000001880165,0.00003971931,5.317298e-7,0.00004310183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001091073,"threshold_uncertainty_score":0.00216943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832373294942697,"score_gpt":0.2626870679462855,"score_spread":0.2443633349968586,"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."}}