{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002268207,0.000244695,0.0003201044,0.000504075,0.001811136,0.0005470937,0.0004829899,0.0002898128,0.001517533],"category_scores_gemma":[0.001128841,0.0001215624,0.0003530614,0.001496142,0.0003238722,0.0001447388,0.0003643157,0.0004094014,0.00009719285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009973018,"about_ca_system_score_gemma":0.007746346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8285188,"about_ca_topic_score_gemma":0.8601743,"domain_scores_codex":[0.9995558,0.00002262353,0.0000207066,0.0000587795,0.000188713,0.0001533752],"domain_scores_gemma":[0.9993238,0.00005180637,0.0002148191,0.00001531894,0.0002148763,0.0001793028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001476187,0.00004593141,0.9936129,0.00002736002,0.0000293928,0.0002053603,0.0002131302,0.00009716496,0.0003123694,0.00004433594,0.0006585304,0.004605794],"study_design_scores_gemma":[0.00001962252,0.00007833521,0.998188,0.00001292511,0.00002228494,0.0004422229,0.0002914961,0.0002101591,0.0001143924,0.00002120792,0.0005923556,0.000006977108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978853,0.0002472349,0.00003635242,0.0001505429,0.000003812395,0.00001779156,0.0005906494,0.000004005,0.001064252],"genre_scores_gemma":[0.999064,0.0001392606,0.00009133463,0.00007418014,0.000004177286,0.000007539542,0.0004810801,0.000001216801,0.0001371958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1714812,"threshold_uncertainty_score":0.3449821,"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."}}