{"id":"W4283035041","doi":"10.1111/hdi.13029","title":"Dynamics of vascular refilling in extended nocturnal hemodialysis","year":2022,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Blood volume; Hemodialysis; Dialysis; Extracellular fluid; Chemistry; Medicine; Internal medicine; Extracellular; Biochemistry","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":[0.0002497525,0.000105803,0.0002041237,0.0002268661,0.0001062378,0.000289216,0.0001159499,0.0001589637,0.0004227371],"category_scores_gemma":[0.0007857921,0.00006693995,0.0000961752,0.0001526207,0.0001137599,0.0001415737,0.0001455058,0.0001652703,0.00005629443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303938,"about_ca_system_score_gemma":0.00009298938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114522,"about_ca_topic_score_gemma":0.0006759404,"domain_scores_codex":[0.9999065,0.00002892634,0.000005047752,0.00002021075,0.00002120785,0.00001807835],"domain_scores_gemma":[0.9996159,0.00009686704,0.0001521339,0.00002161746,0.00005210815,0.00006128936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005059493,0.0001746426,0.7582987,0.0001578043,0.0001965412,0.001401124,0.001229964,0.002531504,0.1765377,0.0003493312,0.0003737238,0.05368957],"study_design_scores_gemma":[0.00001674504,0.000606778,0.9907436,0.000009345814,0.0000307731,0.0007157393,0.0001504672,0.002776033,0.004176571,0.0001344048,0.000627544,0.00001212028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993306,0.0001735211,0.0003291282,0.000005685719,0.000001253833,0.00000193292,0.00004815893,0.000004682658,0.0001049898],"genre_scores_gemma":[0.9997019,0.00003659148,0.0001322365,0.000003962073,0.000003298429,0.000002754093,0.00007137858,8.479763e-7,0.00004688105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00114522,"threshold_uncertainty_score":0.002277136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148428648011137,"score_gpt":0.2614075387930978,"score_spread":0.2499232523129864,"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."}}