{"id":"W1996031308","doi":"10.1097/00002480-200003000-00271","title":"WHAT “BLOOD VOLUME” DO WE DIALYZE?","year":2000,"lang":"it","type":"article","venue":"ASAIO Journal","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Blood volume; Hematocrit; Cardiac output; Arterial line; Cardiology; Internal medicine; Medicine; Chemistry; Hemodynamics","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009160903,0.0004083847,0.0006357875,0.0001905315,0.000455688,0.0007759796,0.0003609725,0.0003276671,0.02893157],"category_scores_gemma":[0.00005072276,0.0003536384,0.0004015891,0.0002916846,0.0001236422,0.0006334872,0.00002488506,0.00167273,0.003644479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179834,"about_ca_system_score_gemma":0.0003786073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003376006,"about_ca_topic_score_gemma":0.00000215679,"domain_scores_codex":[0.9968704,0.0002364786,0.0007640115,0.0003876788,0.0008204514,0.0009210063],"domain_scores_gemma":[0.998101,0.0001000435,0.0002209276,0.0005601597,0.0001584087,0.0008594739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003021742,0.000646237,0.01566933,0.0000491061,0.0008316184,0.001606581,0.002625741,0.00006247275,0.0008162498,0.00005866647,0.01013291,0.9671989],"study_design_scores_gemma":[0.006769454,0.001215506,0.009228989,0.00403056,0.0007902497,0.005554004,0.001151389,0.0003966791,0.0007138105,0.00120709,0.9683371,0.0006052321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826823,0.08002077,0.0001089011,0.01322087,0.01243612,0.0001870498,0.000009243357,0.00008082787,0.01125398],"genre_scores_gemma":[0.6186928,0.216682,0.0002124369,0.0004003167,0.0127336,0.000004376211,0.000004516838,0.00008819258,0.1511818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9665937,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138934991230139,"score_gpt":0.2675717539986527,"score_spread":0.2561824040863513,"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."}}