{"id":"W2167093488","doi":"10.1053/j.jrn.2014.06.004","title":"Evaluation of a Mineral Metabolism Protocol in Peritoneal Dialysis Patients","year":2014,"lang":"en","type":"article","venue":"Journal of Renal Nutrition","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Health; Royal Columbian Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Parathyroid hormone; Phosphorus; Protocol (science); Internal medicine; Dialysis; Retrospective cohort study; Metabolism; Urology; Calcium; Pathology; Alternative medicine","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":[0.008264537,0.000562128,0.00120263,0.0009535676,0.001552553,0.00147132,0.0009172309,0.0006296923,0.002800573],"category_scores_gemma":[0.01458056,0.0002807945,0.0008470769,0.0007754021,0.0003089012,0.001100056,0.001226752,0.001296388,0.0004860313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002748,"about_ca_system_score_gemma":0.005734514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349282,"about_ca_topic_score_gemma":0.003284358,"domain_scores_codex":[0.9960176,0.002026778,0.0009402189,0.0003278791,0.0004752069,0.0002122619],"domain_scores_gemma":[0.9938881,0.001707101,0.001116619,0.0004017469,0.001395169,0.001491434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09102868,0.04281281,0.2969403,0.001494596,0.0008685434,0.0007363468,0.00251418,0.007708537,0.007766867,0.001954782,0.007513274,0.5386611],"study_design_scores_gemma":[0.03483939,0.1715349,0.686839,0.002684933,0.002781235,0.001271519,0.005107936,0.03174606,0.02403776,0.004894366,0.03381052,0.0004524378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516032,0.001417786,0.008583811,0.003013098,0.0002948206,0.02140652,0.0009227163,0.0003313636,0.01242664],"genre_scores_gemma":[0.9422003,0.0006239827,0.03691677,0.001081122,0.00009619092,0.01654958,0.001011171,0.00003525156,0.001485801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008264537,"threshold_uncertainty_score":0.04370761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207491519287442,"score_gpt":0.3281000742446121,"score_spread":0.3073509223158679,"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."}}