{"id":"W2163374505","doi":"10.3747/pdi.2013.00110","title":"Comparative Mortality–Predictability Using Alkaline Phosphatase and Parathyroid Hormone in Patients on Peritoneal Dialysis and Hemodialysis","year":2014,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; American Society of Nephrology; Fresenius Medical Care North America; Abbott Laboratories","keywords":"Medicine; Peritoneal dialysis; Internal medicine; Parathyroid hormone; Hazard ratio; Hemodialysis; Proportional hazards model; Endocrinology; Alkaline phosphatase; Dialysis; Gastroenterology; Vitamin D and neurology; Confidence interval; Urology; Calcium; Chemistry; Biochemistry; Enzyme","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":[0.0003580987,0.0003949608,0.0009455883,0.0003792107,0.0001632892,0.00009617006,0.0001333566,0.0001405365,0.00005454259],"category_scores_gemma":[0.0002233789,0.0003608524,0.0001998211,0.0003591176,0.0002850389,0.0002498193,0.0001294876,0.0002286154,0.00001815704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149392,"about_ca_system_score_gemma":0.00004677071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140362,"about_ca_topic_score_gemma":0.0003777633,"domain_scores_codex":[0.9972829,0.0001820894,0.0006643638,0.0008099675,0.0007166781,0.0003440408],"domain_scores_gemma":[0.9987645,0.000156348,0.0002039237,0.0003764615,0.0002037809,0.0002949612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001413477,0.002649296,0.9873863,0.0000119679,0.001109915,0.00002234201,0.001455964,0.0003585959,0.002866276,0.000189945,0.0003579161,0.002177971],"study_design_scores_gemma":[0.007374373,0.0004064528,0.9437049,0.00001591989,0.0006229705,0.00000546673,0.0001700884,0.04604934,0.0008221198,0.000146816,0.0003711447,0.0003104328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970376,0.001079533,0.0001253138,0.0001977304,0.0001262945,0.0003987941,0.0003107743,0.00003360535,0.0006903243],"genre_scores_gemma":[0.997345,0.0002750518,0.0006476167,0.0002463654,0.0002203378,0.0000663558,0.001128359,0.00002329071,0.00004766137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04569074,"threshold_uncertainty_score":0.9998844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417604554047231,"score_gpt":0.3120044518138296,"score_spread":0.2878284062733573,"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."}}