{"id":"W4402121441","doi":"10.1159/000541109","title":"Vitamin D Status and Treatment in ESKD: Links to Improved CKD-MBD Laboratory Parameters in a Real-World Setting","year":2024,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Kidney disease; Internal medicine; Intensive care medicine; Vitamin D and neurology","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":[0.002481832,0.0002664786,0.0004739539,0.0006418151,0.0005094573,0.001518755,0.0005004687,0.00071774,0.002962454],"category_scores_gemma":[0.009887761,0.0002454561,0.001033926,0.001645832,0.0004078409,0.0007377825,0.0007520861,0.001115761,0.0002360329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006906666,"about_ca_system_score_gemma":0.0009591564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008082139,"about_ca_topic_score_gemma":0.007151932,"domain_scores_codex":[0.9977564,0.001181596,0.0002332253,0.0003671097,0.0002660145,0.0001956204],"domain_scores_gemma":[0.9929945,0.00212906,0.003461864,0.0003026075,0.0005665105,0.0005454782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004856524,0.0001000483,0.9914564,0.000146325,0.0004367171,0.00004872192,0.00006575493,0.0001933047,0.00007229105,0.0001337675,0.0003852496,0.006475681],"study_design_scores_gemma":[0.00004421577,0.0002094997,0.995865,0.0001196801,0.0003506042,0.0002560937,0.0001659589,0.001028086,0.0000881337,0.0005004868,0.00135575,0.00001657158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827493,0.01057905,0.0006541849,0.002190775,0.00006081573,0.00002847352,0.002102004,0.00002739818,0.001608097],"genre_scores_gemma":[0.997506,0.001092704,0.0004984291,0.0001859737,0.00005646889,0.00001673747,0.0004840214,0.000004214593,0.0001554995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008082139,"threshold_uncertainty_score":0.01607019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025042750720578,"score_gpt":0.302458756712114,"score_spread":0.2922083292049082,"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."}}