{"id":"W2547893058","doi":"10.1111/hdi.12510","title":"Effects of end‐stage renal disease and dialysis modalities on blood ammonia level","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Hemodialysis; Medicine; Uremia; Dialysis; Internal medicine; Blood urea nitrogen; Creatinine; Peritoneal dialysis","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":[0.0005034553,0.0001769691,0.000420578,0.000252494,0.0002026818,0.000298649,0.0001150074,0.0002211128,0.002366434],"category_scores_gemma":[0.001519183,0.00005825348,0.0002941666,0.000282466,0.0001975989,0.0001876848,0.0001957878,0.0003352667,0.0001656128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985165,"about_ca_system_score_gemma":0.0001987269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006732541,"about_ca_topic_score_gemma":0.0008117425,"domain_scores_codex":[0.9997362,0.00009971062,0.00002675007,0.00003659804,0.00006319753,0.00003752558],"domain_scores_gemma":[0.9978634,0.00103256,0.0004227929,0.00007328978,0.0001782045,0.0004298338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004518221,0.0002622124,0.9797585,0.00007536342,0.0002933964,0.0003821847,0.00006860773,0.00008890362,0.003673567,0.0000306747,0.0001470852,0.01070139],"study_design_scores_gemma":[0.00001397324,0.0008459397,0.9980311,0.000007198573,0.0000749307,0.0003093653,0.00002271202,0.00006674326,0.0003158695,0.00001563558,0.000294178,0.000002348653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944055,0.00306114,0.0001082228,0.00007437006,0.00002037116,0.00001235208,0.0002003265,0.000006709915,0.002111031],"genre_scores_gemma":[0.9991452,0.0002620803,0.00008656169,0.00003865788,0.00002619558,0.00000646255,0.0001275461,0.000001232513,0.0003059918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002366434,"threshold_uncertainty_score":0.007916451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486248339904551,"score_gpt":0.2530665445528313,"score_spread":0.2382040611537858,"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."}}