{"id":"W3009142500","doi":"10.1111/hdi.12826","title":"Feedback control of absolute blood volume: A new technical approach in hemodialysis","year":2020,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blood volume; Volume (thermodynamics); Medicine; Dialysis; Hemodialysis; Hemodynamics; Anesthesia; Surgery","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":[0.001421672,0.0003991136,0.0004052262,0.0008419926,0.0002252844,0.001064411,0.001195674,0.0007681421,0.001407881],"category_scores_gemma":[0.001967333,0.0002214618,0.0003559853,0.0004428985,0.001314427,0.001173001,0.0006214615,0.0009272772,0.0002883309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005990015,"about_ca_system_score_gemma":0.0006571675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000483942,"about_ca_topic_score_gemma":0.0002968685,"domain_scores_codex":[0.999208,0.0001734014,0.0000548992,0.0001689158,0.0003647686,0.00003003424],"domain_scores_gemma":[0.9991077,0.000467244,0.0001045561,0.0001177356,0.0001495255,0.00005324793],"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":[0.0005089375,0.0002175243,0.003898643,0.0008222571,0.00009142805,0.0002314719,0.0003143289,0.008073847,0.07221469,0.02415218,0.001921273,0.8875535],"study_design_scores_gemma":[0.000718672,0.01148791,0.0349872,0.001030399,0.0006701018,0.01001986,0.000359559,0.2827017,0.2114077,0.1472731,0.2987401,0.0006037508],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0621286,0.05284928,0.8736262,0.003769942,0.0009849085,0.0001392444,0.00009636024,0.001252879,0.005152605],"genre_scores_gemma":[0.5594727,0.02083745,0.4102281,0.002036735,0.00282306,0.0002607521,0.00009822869,0.0001983216,0.004044653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001421672,"threshold_uncertainty_score":0.007518649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612331330763193,"score_gpt":0.2484024348630456,"score_spread":0.2322791215554137,"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."}}