{"id":"W2951668533","doi":"10.1093/ndt/gfz106.fp444","title":"FP444ATTENUATION OF SECONDARY HYPERPARATHYROIDISM PROGRESSION IN STAGE 3-4 CKD REQUIRES A SERUM TOTAL 25-HYDROXYVITAMIN D TARGET ABOVE 50 NG/ML","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Secondary hyperparathyroidism; Hyperparathyroidism; Stage (stratigraphy); Vitamin D and neurology; Internal medicine; Gastroenterology; Urology; Endocrinology; Parathyroid hormone; Calcium","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":[0.00508403,0.0003613483,0.001305612,0.0002768106,0.0002076392,0.0007000743,0.0004593107,0.0006688384,0.009323031],"category_scores_gemma":[0.005482305,0.000169698,0.001634708,0.0002914445,0.0003468981,0.0002508618,0.0003176139,0.0006900971,0.0004785433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005550563,"about_ca_system_score_gemma":0.001590636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046814,"about_ca_topic_score_gemma":0.002072476,"domain_scores_codex":[0.9981484,0.001099501,0.000310853,0.0001338012,0.0002465766,0.00006097805],"domain_scores_gemma":[0.9959947,0.002292856,0.0008999996,0.000152215,0.0004956902,0.0001645481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4689941,0.002801975,0.02161214,0.05365442,0.01163978,0.0002260602,0.000202961,0.0008461966,0.01425191,0.001045709,0.01290418,0.4118206],"study_design_scores_gemma":[0.5048533,0.1607968,0.2096502,0.01075997,0.02550748,0.001089486,0.0002045939,0.001991241,0.01575861,0.002345094,0.06695502,0.00008820454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.719768,0.2100956,0.005264915,0.004203964,0.001501693,0.02181417,0.008694034,0.0002409418,0.02841658],"genre_scores_gemma":[0.958408,0.02123873,0.006969993,0.001081938,0.0005936987,0.00676085,0.001661255,0.00001674872,0.003268787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009323031,"threshold_uncertainty_score":0.03118867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005209652578368525,"score_gpt":0.241886447980163,"score_spread":0.2366767954017945,"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."}}