{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002002697,0.0002897813,0.0004562274,0.0007406581,0.0002405603,0.0007258091,0.0004316661,0.0004616433,0.0007732814],"category_scores_gemma":[0.005537215,0.0002181855,0.001035124,0.0008290901,0.0003570852,0.0005705905,0.000715224,0.0007665864,0.0001136389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003198061,"about_ca_system_score_gemma":0.0003316613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002504122,"about_ca_topic_score_gemma":0.002223391,"domain_scores_codex":[0.9987985,0.0004836153,0.0001032203,0.0002536965,0.0001828151,0.000178213],"domain_scores_gemma":[0.9948643,0.001970923,0.001864357,0.0004289363,0.0003541889,0.0005174086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002105102,0.000007351587,0.9992255,0.000003567994,0.0000945914,0.00002235383,0.00001566631,0.00006292768,0.0000337471,0.00000995184,0.00002715038,0.0002865659],"study_design_scores_gemma":[0.00001010491,0.0001151673,0.9990044,0.00000302607,0.0000486241,0.0001324016,0.0000620384,0.0004943855,0.00003683204,0.00003368565,0.00005559675,0.00000376408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999421,0.0002006748,0.00006678284,0.00002626062,0.000004064364,0.000002338232,0.0001563783,0.000001557948,0.0001210835],"genre_scores_gemma":[0.9995388,0.000044603,0.00003080089,0.00000889636,0.00001172765,0.000003072398,0.000331379,0.000001071057,0.00002970458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002504122,"threshold_uncertainty_score":0.01059145,"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."}}