{"id":"W7117128705","doi":"10.1111/hdi.70042","title":"Blood Volume Cannot Be Calculated From Extracellular Volume","year":2025,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Blood volume; Extracellular fluid; Hemodialysis; Extracellular","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":[0.004648848,0.001120316,0.003365215,0.002227696,0.0008235701,0.005361592,0.004037395,0.001280935,0.04869662],"category_scores_gemma":[0.04560711,0.000548918,0.001153161,0.004628088,0.001653503,0.002740967,0.002459108,0.002127765,0.01812879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006074,"about_ca_system_score_gemma":0.002576342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004862703,"about_ca_topic_score_gemma":0.004401304,"domain_scores_codex":[0.9933443,0.001314067,0.001195309,0.0009223975,0.002982506,0.0002414039],"domain_scores_gemma":[0.9831997,0.005223033,0.002030695,0.005141004,0.003954527,0.0004509259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.008995333,0.0003142985,0.02430406,0.009278649,0.001796714,0.001398421,0.0008006716,0.004320906,0.01003686,0.03186431,0.5631445,0.3437452],"study_design_scores_gemma":[0.002153026,0.0008255283,0.03520936,0.005063544,0.0008483297,0.00299098,0.0006206566,0.02785685,0.02706549,0.06761207,0.8293864,0.0003677932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.06610503,0.02164674,0.1391998,0.01143016,0.03303804,0.004319099,0.5233198,0.01097363,0.1899678],"genre_scores_gemma":[0.6179729,0.01211842,0.06946515,0.006401208,0.004841461,0.01068278,0.2261348,0.006063078,0.04632026],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04869662,"threshold_uncertainty_score":0.1629064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150098213766266,"score_gpt":0.2737444423207893,"score_spread":0.2622434601831266,"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."}}