{"id":"W2001990127","doi":"10.1111/j.1365-201x.2000.00776.x","title":"A model of fluid and solute exchange in the human: validation and implications","year":2000,"lang":"en","type":"article","venue":"Acta Physiologica Scandinavica","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hypovolemia; Interstitial fluid; Chemistry; Saline; Hypertonic saline; Redistribution (election); Thermodynamics; Internal medicine; Medicine; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001383418,0.00007763771,0.0001614033,0.00003376079,0.00009193998,0.00000732034,0.0000646092,0.00005320036,0.00003875901],"category_scores_gemma":[0.000007667495,0.0000482174,0.00002235167,0.00009431768,0.00008573849,0.00003917853,0.00001674018,0.00008480284,9.31576e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001199932,"about_ca_system_score_gemma":0.000008825307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005953904,"about_ca_topic_score_gemma":0.000002065491,"domain_scores_codex":[0.9994742,0.00003950717,0.0001278503,0.000161277,0.00006550446,0.0001316778],"domain_scores_gemma":[0.9996571,0.00004930337,0.00003350177,0.0002104841,0.00001603017,0.00003359983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001202794,0.0002676763,0.008808939,0.0000738993,0.00002726543,0.000001090626,0.001880274,0.00003352926,0.9552574,0.001235765,0.0003565536,0.03193729],"study_design_scores_gemma":[0.001573785,0.000626557,0.9749109,0.0001113739,0.00005509716,0.00002678697,0.0001593051,0.006740736,0.00224549,0.01237998,0.000990545,0.0001794674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964796,0.0001449901,0.00001030071,0.001340392,0.000005420583,0.0002177595,0.000008546122,0.0000153206,0.001777651],"genre_scores_gemma":[0.9983903,0.001049725,0.0001465656,0.0001659084,0.00004186864,0.00004485296,0.00002286035,0.000005174619,0.0001327042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9661019,"threshold_uncertainty_score":0.1966249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05290677133559803,"score_gpt":0.3170854919343228,"score_spread":0.2641787205987248,"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."}}