{"id":"W2075566891","doi":"10.1046/j.1492-7535.2003.01215.x","title":"Optimal Control of Phosphatemia by Short Daily Hemodialysis","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Internal medicine","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":[0.0003396335,0.0001762934,0.0004965724,0.0002687997,0.0001502393,0.0003506824,0.0002646857,0.0001622545,0.0005373501],"category_scores_gemma":[0.0005294636,0.00007046219,0.0002829649,0.0002221584,0.0001658611,0.0003220626,0.0003313298,0.0004041488,0.00008401294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710195,"about_ca_system_score_gemma":0.0003787532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000451768,"about_ca_topic_score_gemma":0.0006496084,"domain_scores_codex":[0.9997469,0.0000661176,0.00002839344,0.000033613,0.00008515755,0.00003982395],"domain_scores_gemma":[0.9997795,0.00005398891,0.00005205642,0.00002685742,0.0000353862,0.00005217133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02065783,0.005296126,0.05213833,0.000833401,0.0004261953,0.000357014,0.00048416,0.005511399,0.4299382,0.0009845815,0.002654837,0.480718],"study_design_scores_gemma":[0.003942259,0.07193595,0.517767,0.0003368165,0.0008925098,0.004485252,0.00105896,0.0418442,0.3115256,0.005730551,0.04029922,0.0001816787],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985911,0.003225018,0.00946915,0.0001336847,0.00006326845,0.00007373807,0.00007227669,0.00008653052,0.0009653904],"genre_scores_gemma":[0.9940162,0.0007431968,0.004547572,0.00005899513,0.00004126399,0.00004677914,0.0001259557,0.0000108892,0.0004092844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005373501,"threshold_uncertainty_score":0.001797557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540088051740723,"score_gpt":0.3051321760939348,"score_spread":0.2897312955765276,"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."}}