{"id":"W1975069247","doi":"10.1046/j.1492-7535.2003.00041.x","title":"Hemodynamic and Volume Changes during Hemodialysis","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Hemodialysis; Blood volume; Hematocrit; Body water; Extracellular fluid; Hemodynamics; Intravascular volume status; Body fluid; Cardiology; Hypervolemia; Vascular resistance; Internal medicine; Cardiac output; Blood pressure; Volume overload; Fluid compartments; Dialysis; Body weight; Heart failure; Extracellular; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002806834,0.0002084392,0.0002892124,0.0002706393,0.0002296996,0.0003604335,0.0001255387,0.0003034822,0.0007746798],"category_scores_gemma":[0.001223968,0.00006173732,0.0001617181,0.0002317507,0.00029968,0.000175589,0.0002057964,0.0005250283,0.0001319498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254442,"about_ca_system_score_gemma":0.0001604805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007114209,"about_ca_topic_score_gemma":0.0003085025,"domain_scores_codex":[0.9997811,0.00006038228,0.00001453934,0.00003795898,0.00007148942,0.0000344929],"domain_scores_gemma":[0.9995362,0.0001621833,0.00009354708,0.00003743545,0.00007299982,0.00009770859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01877203,0.0007830634,0.5852357,0.0004084479,0.0003466677,0.005094174,0.002127842,0.002276467,0.2803723,0.0005491326,0.002031693,0.1020025],"study_design_scores_gemma":[0.0000740285,0.002394953,0.9708543,0.00002058891,0.0000512273,0.002985304,0.0001904956,0.001472152,0.01992991,0.000198803,0.001808363,0.00001991887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969847,0.0005013734,0.0006674944,0.0000376823,0.00002664045,0.00003326099,0.0002079758,0.00002426342,0.001516599],"genre_scores_gemma":[0.9993021,0.00009730767,0.0002040274,0.00003231252,0.00003033611,0.0000281388,0.0001956156,0.000003556635,0.0001064395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007746798,"threshold_uncertainty_score":0.00259155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00974158843285065,"score_gpt":0.2437713431146334,"score_spread":0.2340297546817827,"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."}}