{"id":"W2080387599","doi":"10.1038/sj.ki.5002451","title":"Vitamin D levels and early mortality among incident hemodialysis patients","year":2007,"lang":"en","type":"article","venue":"Kidney International","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":791,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Hemodialysis; Vitamin D and neurology; Internal medicine; vitamin D deficiency; Parathyroid hormone; Prospective cohort study; Vitamin; Gastroenterology; Cohort study; Endocrinology; 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":[0.0008557768,0.0003339148,0.0005781961,0.0009676602,0.0007551213,0.001226798,0.0003821391,0.0009317287,0.001549783],"category_scores_gemma":[0.003201386,0.0004809223,0.0008304834,0.001320283,0.0002729225,0.0007086539,0.0004095799,0.001760469,0.0002007052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004926742,"about_ca_system_score_gemma":0.0005622261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008106127,"about_ca_topic_score_gemma":0.00719011,"domain_scores_codex":[0.999514,0.0001675229,0.00006313505,0.00007292285,0.00007735335,0.0001050803],"domain_scores_gemma":[0.997795,0.0006432069,0.0006966093,0.000218246,0.0002252723,0.0004217431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005307557,0.00009942779,0.9982839,0.000008569229,0.0001364983,0.0000316053,0.00004320163,0.00002065611,0.00009654673,0.00001969736,0.00006607042,0.0006631223],"study_design_scores_gemma":[0.00005429094,0.0002041217,0.9986939,0.000009285481,0.0002014742,0.000157629,0.000189594,0.00009445438,0.0001280879,0.00005377815,0.0002050291,0.000008430075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984139,0.000685525,0.00004329277,0.00007353399,0.00001419781,0.000003570097,0.0002806786,0.000003575051,0.000481715],"genre_scores_gemma":[0.999067,0.000246631,0.00004180719,0.00004846566,0.00002421323,0.000004457648,0.0002791194,0.000001294432,0.0002869903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008106127,"threshold_uncertainty_score":0.01611787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496182958357539,"score_gpt":0.3262774970029343,"score_spread":0.3013156674193589,"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."}}