{"id":"W4412382449","doi":"10.1007/s00467-025-06875-2","title":"The determinants of fluid accumulation in critically ill children: a prospective single-center cohort study","year":2025,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Critically ill; Prospective cohort study; Nephrology; Single Center; Cohort study; Intensive care medicine; Internal medicine; Emergency medicine","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":[0.0005485637,0.0001588932,0.0004017945,0.0003551804,0.00008697596,0.00001408068,0.0001395879,0.0001257251,0.00001185662],"category_scores_gemma":[0.001575615,0.0001258112,0.00006553891,0.0007186041,0.0001129275,0.00007471131,0.00008017989,0.0002158833,0.000009428743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434486,"about_ca_system_score_gemma":0.0001524551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005036309,"about_ca_topic_score_gemma":0.0004414698,"domain_scores_codex":[0.9982009,0.0002082189,0.0006236886,0.0003800687,0.000259193,0.0003279644],"domain_scores_gemma":[0.9984199,0.0005003062,0.0001276314,0.0003533923,0.0005498394,0.00004891959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006659942,0.001132376,0.9910548,0.00003262657,0.0000511765,0.00001986091,0.0003252588,0.000004405867,0.0002428902,0.00006844424,0.0001356456,0.006266527],"study_design_scores_gemma":[0.003221276,0.0008115307,0.9947201,0.000009399659,0.0002567736,0.00001972542,0.0001595741,0.0002196455,0.0001591905,0.0002918623,0.00004703704,0.00008385505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955912,0.0002854486,0.0001114076,0.0006376887,0.0002601918,0.002623125,0.00000786748,0.00003838109,0.0004446647],"genre_scores_gemma":[0.9986376,0.00006295968,0.0002168915,0.0006851429,0.0001587755,0.0001652904,0.00001027596,0.00001537853,0.00004775084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006182672,"threshold_uncertainty_score":0.5130431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701328742587391,"score_gpt":0.3166815385578352,"score_spread":0.2996682511319613,"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."}}