{"id":"W2511162816","doi":"10.1111/hdi.12468","title":"The impact of education and cooking methods on serum phosphate levels in patients on hemodialysis: 1‐year study","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Anthropometry; Phosphate; Dialysis; Hyperphosphatemia; Nutrition Education; Internal medicine; Phosphorus; Kidney disease; Biochemistry; Gerontology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910941,0.0005442477,0.0009855438,0.0005659045,0.0009153521,0.0007449765,0.0004602203,0.001357085,0.001470293],"category_scores_gemma":[0.002018186,0.0005415425,0.001550091,0.0005588857,0.0004764037,0.0008816494,0.000704266,0.001526844,0.0002900496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007282281,"about_ca_system_score_gemma":0.00105411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005673417,"about_ca_topic_score_gemma":0.005623478,"domain_scores_codex":[0.9990601,0.0002416594,0.00006364987,0.0001337433,0.0001819405,0.0003189321],"domain_scores_gemma":[0.9981138,0.0002673685,0.0004782897,0.0001247079,0.0002443799,0.0007714637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0170212,0.01874623,0.9504774,0.0001110529,0.0005687693,0.0001534198,0.0009914471,0.0001361058,0.0007560487,0.000025834,0.0002706416,0.01074184],"study_design_scores_gemma":[0.0005593637,0.02369389,0.9743685,0.00001879361,0.0001897671,0.00006022513,0.0004582211,0.0001276096,0.0001488389,0.0000132759,0.00034247,0.00001914335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996018,0.00013292,0.00002176513,0.00002638541,0.000005882463,0.00003972289,0.00004598406,0.000001241058,0.0001242742],"genre_scores_gemma":[0.9992436,0.0001109519,0.00006012681,0.00006454073,0.00001977394,0.0000590913,0.0001427415,7.861191e-7,0.0002984103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005673417,"threshold_uncertainty_score":0.01128078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472686318471481,"score_gpt":0.3817774790048142,"score_spread":0.3570506158200994,"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."}}