{"id":"W1966241365","doi":"10.1111/j.1492-7535.2005.01140.x","title":"Increased dialyzer reuse with citrate dialysate","year":2005,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Citric acid; Hemodialysis; Urea; Dialysis; Bicarbonate; Acetic acid; Urology; Internal medicine; Chemistry; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002921809,0.0002246915,0.0003690351,0.0003874823,0.00007321288,0.00009879624,0.000331295,0.00006133838,0.002035387],"category_scores_gemma":[0.0001478136,0.0001620021,0.0003120598,0.0003407976,0.00008381453,0.0001891647,0.0001329413,0.0001362694,0.0004989116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642956,"about_ca_system_score_gemma":0.00008828955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006711487,"about_ca_topic_score_gemma":0.0000611188,"domain_scores_codex":[0.9980861,0.00005584444,0.0003795218,0.000421936,0.0007958253,0.0002608019],"domain_scores_gemma":[0.9987224,0.00005083455,0.0001404545,0.0006440321,0.0001813123,0.0002609033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01238936,0.01165619,0.3646953,0.0002549799,0.0296513,0.001245907,0.003515698,0.00629384,0.04699586,0.02070354,0.2026094,0.2999886],"study_design_scores_gemma":[0.01432705,0.0003550362,0.2391943,0.0002800961,0.004939841,0.00008724114,0.0001632044,0.02527176,0.01382345,0.0007936808,0.699529,0.001235366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8724155,0.00009877393,0.002119449,0.01090413,0.0002989649,0.0003604276,0.00003128137,0.0001758951,0.1135955],"genre_scores_gemma":[0.9854775,0.00008809869,0.005479715,0.002709005,0.001494848,0.00006392971,0.0003133742,0.00003388296,0.004339651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4969196,"threshold_uncertainty_score":0.9988769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148304933289816,"score_gpt":0.2528766990441312,"score_spread":0.2413936497112331,"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."}}