{"id":"W2156538902","doi":"10.1111/j.1492-7535.2004.01090.x","title":"Ultrapure dialysis fluid: Improving conventional and daily dialysis","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Intensive care medicine; Ultrapure water; Internal medicine; Environmental science","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":[0.003165984,0.0005726962,0.0008466033,0.001563323,0.0004500991,0.002608553,0.001668599,0.001247345,0.003573476],"category_scores_gemma":[0.003120375,0.0002048084,0.0008082596,0.0009561613,0.0006640374,0.003207396,0.002228208,0.001568727,0.001069191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040073,"about_ca_system_score_gemma":0.001002767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001220129,"about_ca_topic_score_gemma":0.0005818634,"domain_scores_codex":[0.9978763,0.0005302913,0.0002290992,0.0002660102,0.0009910595,0.0001072725],"domain_scores_gemma":[0.9985154,0.0002601497,0.0002895238,0.0001105802,0.0006093195,0.0002150375],"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":[0.001562619,0.001453065,0.008536196,0.004511634,0.0002856939,0.0003946307,0.000676859,0.001011188,0.06822826,0.008779265,0.01313843,0.8914221],"study_design_scores_gemma":[0.0007129348,0.003757825,0.05001318,0.002508944,0.0009780955,0.01064764,0.001061027,0.008206052,0.1375268,0.01300284,0.7711609,0.0004237489],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2368612,0.5711208,0.1582117,0.01251688,0.004002895,0.0006299579,0.0006156937,0.001667669,0.01437324],"genre_scores_gemma":[0.5932969,0.182651,0.1949425,0.009110783,0.00529458,0.0007475826,0.001525949,0.0007466906,0.01168411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003573476,"threshold_uncertainty_score":0.01674354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009868573308266728,"score_gpt":0.2496174947149129,"score_spread":0.2397489214066462,"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."}}