{"id":"W2120530533","doi":"10.1111/j.1525-139x.2010.00735.x","title":"Is the Calcium Correct? Measuring Serum Calcium in Dialysis Patients","year":2010,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Calcium; Medicine; Calcium metabolism; Dialysis; Asymptomatic; Hyperparathyroidism; Albumin; Secondary hyperparathyroidism; Internal medicine; Calcification; Endocrinology; Urology; Gastroenterology; Parathyroid hormone","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":[0.0006125814,0.0008946398,0.003432789,0.001061765,0.0001413281,0.00006252505,0.00056415,0.0008384314,0.0001093349],"category_scores_gemma":[0.0005895431,0.0005984936,0.001521891,0.002515395,0.0001499999,0.00009779126,0.0002444696,0.001427305,0.0002559545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006243754,"about_ca_system_score_gemma":0.0003497342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009938627,"about_ca_topic_score_gemma":0.001590216,"domain_scores_codex":[0.9955716,0.0003869522,0.001336999,0.001047765,0.0008159284,0.0008408073],"domain_scores_gemma":[0.9971781,0.0004430271,0.000552614,0.001472578,0.0001207857,0.0002328375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004258672,0.00112173,0.125118,0.0008547428,0.0007929545,0.0001594611,0.001076158,0.000002685837,0.000001896511,0.000002277115,0.003044844,0.8677827],"study_design_scores_gemma":[0.004050707,0.0002016834,0.008892059,0.008865295,0.01180609,0.00002707231,0.0002551392,0.00006093098,0.00007333833,0.00007612776,0.9644033,0.001288235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01387751,0.9812829,0.000005515326,0.0001498954,0.0007117554,0.00164705,0.0001494977,0.00003786394,0.002137971],"genre_scores_gemma":[0.01288785,0.9840102,0.0000541974,0.0001876355,0.0001926178,0.000633626,0.0004392348,0.0001267392,0.001467965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9613585,"threshold_uncertainty_score":0.9996467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05776333777813789,"score_gpt":0.3462051511169853,"score_spread":0.2884418133388474,"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."}}