{"id":"W2535312680","doi":"10.1053/j.ajkd.2016.05.024","title":"Intensive Hemodialysis, Mineral and Bone Disorder, and Phosphate Binder Use","year":2016,"lang":"en","type":"review","venue":"American Journal of Kidney Diseases","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Seven Oaks General Hospital; University of British Columbia","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Hyperphosphatemia; Medicine; Hemodialysis; Dialysis; Internal medicine; Phosphate binder; Phosphorus; Gastroenterology; Phosphate; Pill; Randomized controlled trial; Kidney disease; Endocrinology; Surgery; Pharmacology; Biochemistry","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":[0.00006686534,0.0004788796,0.002776637,0.0003355436,0.000064165,0.00005934378,0.00008145117,0.00006680893,0.00002283795],"category_scores_gemma":[0.00173649,0.0002743376,0.000591537,0.0002509569,0.0005630904,0.0002013996,0.0000694007,0.0001952549,0.00001124991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005930608,"about_ca_system_score_gemma":0.0008426498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005869078,"about_ca_topic_score_gemma":0.000001098116,"domain_scores_codex":[0.9982594,0.0001398447,0.0006909109,0.0003278905,0.0002871286,0.0002948766],"domain_scores_gemma":[0.9963871,0.0002766649,0.001037991,0.0002506094,0.0002982032,0.001749436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003007184,0.000347378,0.01116406,0.0005968015,0.002203398,0.0006645761,0.00005462748,2.572865e-8,0.000001347468,0.000006463075,0.02872341,0.9559372],"study_design_scores_gemma":[0.003801816,0.001141701,0.002593024,0.006219716,0.01080813,0.001533393,0.0002431792,0.000001122802,3.489797e-7,0.00003517213,0.9732306,0.00039177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005714709,0.9928428,0.00002240827,0.0006266117,0.00009929288,0.000298881,0.0003623662,0.00001050279,0.0000224253],"genre_scores_gemma":[0.001473273,0.9963533,0.0001934079,0.001296552,0.0001289916,0.000009533604,0.000072624,0.00005653302,0.0004158262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9555454,"threshold_uncertainty_score":0.9999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879808698161731,"score_gpt":0.3110462173347375,"score_spread":0.2922481303531203,"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."}}