{"id":"W2153771292","doi":"10.1111/j.1542-4758.2010.00498.x","title":"Fluid overload and acute kidney injury","year":2010,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute kidney injury; Intensive care medicine; Resuscitation; Renal replacement therapy; Fluid intake; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000371979,0.000552784,0.001643168,0.0008377673,0.00009127137,0.0001308312,0.0003638755,0.0006375727,0.0007948771],"category_scores_gemma":[0.0007201335,0.0004835852,0.0007466242,0.000385763,0.0001495992,0.0001968292,0.0001942176,0.000883173,0.0003787201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003086447,"about_ca_system_score_gemma":0.000654282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001459913,"about_ca_topic_score_gemma":0.000004869711,"domain_scores_codex":[0.9969858,0.00009666831,0.0009226787,0.0007958419,0.0008817923,0.0003172234],"domain_scores_gemma":[0.9979824,0.0001465476,0.0004753523,0.0006298522,0.000337541,0.0004282783],"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":[0.00006234746,0.0001041142,0.0001141584,0.001397636,0.001219822,0.0000569175,0.00006303099,3.075534e-8,0.00009292875,0.0003575448,0.009387205,0.9871443],"study_design_scores_gemma":[0.0006745275,0.00005902371,0.0002036288,0.002730218,0.003568386,0.0002838304,0.000004847795,0.00005854616,0.00005069154,0.00009084937,0.9918849,0.0003905544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004590232,0.9775674,0.0002591767,0.001060199,0.003695214,0.001269209,0.002009412,0.0002143697,0.013466],"genre_scores_gemma":[0.0001580543,0.9888194,0.002479733,0.0006819613,0.001393388,0.0001583755,0.003868149,0.00009841565,0.002342584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9867537,"threshold_uncertainty_score":0.9997616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819013604872956,"score_gpt":0.3503466386580146,"score_spread":0.322156502609285,"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."}}