{"id":"W2322306911","doi":"10.5414/cnp75410","title":"Mineral metabolism management in Canadian peritoneal dialysis patients","year":2011,"lang":"en","type":"article","venue":"Clinical Nephrology","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sevelamer; Medicine; Phosphate binder; Peritoneal dialysis; Cohort; Renal osteodystrophy; Internal medicine; Vitamin D and neurology; Metabolism; Dialysis; Phosphate; Parathyroid hormone; Phosphorus; Urology; Dosing; Bone remodeling; Calcium; Endocrinology; Kidney disease; Hyperphosphatemia; Biochemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001724527,0.0001346463,0.0004396404,0.0001944095,0.00003450432,0.000003375909,0.00009364129,0.000179407,0.0002161824],"category_scores_gemma":[0.00005731402,0.0001133987,0.0001515788,0.000165337,0.0001281924,0.0000346386,0.00004081997,0.00017216,0.0002956043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004693172,"about_ca_system_score_gemma":0.00007847917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05958368,"about_ca_topic_score_gemma":0.1202545,"domain_scores_codex":[0.9985654,0.00009771882,0.0004519889,0.0003341768,0.00008860945,0.0004620512],"domain_scores_gemma":[0.9991829,0.00003313136,0.00005167833,0.0002763151,0.00003426608,0.0004217577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003398173,0.001133102,0.9856672,0.000001989141,0.0002504443,0.0003556175,0.0001492161,2.274386e-7,0.000001989202,0.000596919,0.005975329,0.005528195],"study_design_scores_gemma":[0.005273625,0.0002739546,0.9443464,0.000001310975,0.0002187058,0.000003027322,0.00001998167,0.0000417333,0.000001360905,0.0003779511,0.04935577,0.00008613817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690483,0.0003876986,0.000002372516,0.0005032283,0.0003083733,0.0003185563,0.000007990599,0.00001483442,0.02940862],"genre_scores_gemma":[0.9922251,0.0001915251,0.0008899557,0.005936334,0.00008822187,0.00004557844,0.00006276943,0.00001319628,0.0005473164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06067083,"threshold_uncertainty_score":0.9466786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04569238746489996,"score_gpt":0.3323713540299679,"score_spread":0.286678966565068,"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."}}