{"id":"W2048596181","doi":"10.1038/ki.2008.501","title":"Vitamin D levels and patient outcome in chronic kidney disease","year":2008,"lang":"en","type":"article","venue":"Kidney International","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":436,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Kidney disease; Renal function; Internal medicine; Dialysis; Vitamin D and neurology; Hemodialysis; Proportional hazards model; Nephrology; Gastroenterology; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009053379,0.000133074,0.0001895878,0.0002334986,0.00006745134,0.00001231986,0.0001076556,0.0000379747,0.0005723577],"category_scores_gemma":[0.002435893,0.0001122213,0.00005820577,0.0001061741,0.0001838548,0.0001109293,0.0001792788,0.0002034597,0.00007966167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004825372,"about_ca_system_score_gemma":0.000580984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004087983,"about_ca_topic_score_gemma":0.000004950954,"domain_scores_codex":[0.9986222,0.00002792606,0.0002788564,0.0002675973,0.0005556254,0.0002477459],"domain_scores_gemma":[0.9989132,0.0000511038,0.00004394298,0.0001644517,0.0001168079,0.0007104984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008564351,0.0002353537,0.9091573,0.0001064437,0.0001294945,0.0008334218,0.0005956662,0.000004607788,0.002082542,0.0003492131,0.08461671,0.001803554],"study_design_scores_gemma":[0.002448465,0.0001214734,0.945959,0.0001851203,0.00001324726,0.00007218219,0.00004194344,0.0007526688,0.00036983,0.0000783221,0.0498361,0.0001216524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539194,0.0002793795,0.00004868379,0.03917699,0.0004429781,0.0003762694,0.0003218546,0.00004534444,0.005389154],"genre_scores_gemma":[0.9923674,0.0001191976,0.000325593,0.003451795,0.0001783726,0.00006141011,0.00007992596,0.00001513376,0.003401174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03844805,"threshold_uncertainty_score":0.6266915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03996739967069502,"score_gpt":0.3306317111992931,"score_spread":0.2906643115285981,"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."}}