{"id":"W4391972134","doi":"10.1186/s40635-023-00585-5","title":"Correspondence regarding the article by Murugan et al. on “Precision net ultrafiltration dosing in continuous kidney replacement therapy: a practical approach”","year":2024,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"University of Surrey; Monash University; University of Alberta; Faculty of Medicine and Dentistry, University of Alberta; Alberta Health Services","keywords":"Medicine; Dosing; Renal replacement therapy; Ultrafiltration (renal); Intensive care medicine; Medical physics; Pharmacology; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001048748,0.0003189011,0.0004445385,0.0002456741,0.0001225018,0.0001043042,0.0001646474,0.0001066022,0.0004328956],"category_scores_gemma":[0.005156564,0.0001936615,0.0001027928,0.0004757436,0.0004035766,0.000241139,0.00008360427,0.001038863,0.00006551525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006456792,"about_ca_system_score_gemma":0.0003401782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001702498,"about_ca_topic_score_gemma":0.000001567358,"domain_scores_codex":[0.9966554,0.0004086145,0.0005195421,0.0007544109,0.001199517,0.0004625346],"domain_scores_gemma":[0.9975937,0.0007911369,0.00008130266,0.0005297653,0.0006433738,0.0003607308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003210302,0.0001160876,0.0004093251,0.00001616099,0.00005545424,0.00025331,0.0153439,8.82021e-7,0.3807325,0.0001353367,0.59844,0.001286765],"study_design_scores_gemma":[0.00677733,0.006727465,0.0002410413,0.002155166,0.00005503415,0.001104487,0.2329047,0.004516882,0.5040381,0.00001336849,0.2411465,0.0003199483],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7952431,0.008030808,0.001043355,0.1798189,0.001603683,0.002836548,0.00006796941,0.0002234983,0.01113209],"genre_scores_gemma":[0.9143394,0.0001763612,0.0002137389,0.08383371,0.0002162891,0.0002384337,0.0002865901,0.0000560271,0.0006394034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3572935,"threshold_uncertainty_score":0.7897288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04349431151164142,"score_gpt":0.403949326887283,"score_spread":0.3604550153756416,"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."}}