{"id":"W3120938913","doi":"10.1016/b978-0-12-820605-8.00005-x","title":"The combined impact of diabetes mellitus and chronic kidney disease on mineral metabolism and bone fragility","year":2020,"lang":"en","type":"book-chapter","venue":"Diabetes Mellitus","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre","funders":"","keywords":"Medicine; Diabetes mellitus; Bone remodeling; Diabetic nephropathy; Internal medicine; Kidney disease; Endocrinology; Transplantation; Bone mineral; Nephropathy; Kidney; Renal function; Intensive care medicine; Osteoporosis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001765719,0.0007811338,0.00145148,0.000124971,0.0001842329,0.00006451946,0.0001430245,0.0002264557,0.00005073652],"category_scores_gemma":[0.0002148986,0.0005051342,0.0005127508,0.00006843749,0.0006218526,0.00007188634,0.0001320564,0.0004570757,0.00003122779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281586,"about_ca_system_score_gemma":0.0003526108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002438524,"about_ca_topic_score_gemma":0.000004081474,"domain_scores_codex":[0.9975081,0.00006476282,0.0005952967,0.0007717426,0.0004693255,0.0005907589],"domain_scores_gemma":[0.9972785,0.000326088,0.0003391333,0.0007765116,0.000115571,0.001164194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01314846,0.006980248,0.3996627,0.008842912,0.05177398,0.001183003,0.002277086,0.00005086556,0.01492758,0.1574135,0.1519417,0.191798],"study_design_scores_gemma":[0.03730768,0.01153241,0.6065379,0.002051704,0.01345889,0.000006099488,0.00003197203,0.002739686,0.002846329,0.08145867,0.2385541,0.00347458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5079889,0.4790125,5.216781e-7,0.001158687,0.0002218522,0.001236568,0.001154977,0.00006372506,0.009162267],"genre_scores_gemma":[0.9668658,0.02155711,0.00002501607,0.0005112521,0.0002861192,0.00006903807,0.0007663723,0.0001198019,0.009799528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4588768,"threshold_uncertainty_score":0.99974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107554418259502,"score_gpt":0.2474707900400717,"score_spread":0.2363952458574767,"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."}}