{"id":"W4413055879","doi":"10.34067/kid.0000000951","title":"Proceedings of the University of Alabama at Birmingham Continuous Renal Replacement Therapy Academy (2023–2024)","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Centre Hospitalier de l’Université de Montréal","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Renal replacement therapy; Intensive care medicine; Medicine; Acute kidney injury; Intensive care unit; Odds; Critically ill; Modalities; Dosing; Acute care; Emergency medicine; Internal medicine; Health care; Political science; Logistic regression","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002962023,0.0008479833,0.000656701,0.001379717,0.00082491,0.003534044,0.001052851,0.002639313,0.1434038],"category_scores_gemma":[0.005143482,0.0003942091,0.0006524231,0.0006971802,0.0004018333,0.001322304,0.001662786,0.003379508,0.03921691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675685,"about_ca_system_score_gemma":0.003980867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003235892,"about_ca_topic_score_gemma":0.007790246,"domain_scores_codex":[0.9986142,0.0002492825,0.00009621728,0.0001568468,0.0006891298,0.0001943602],"domain_scores_gemma":[0.9955858,0.0008032233,0.0002861988,0.0001571923,0.001454082,0.00171352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000139905,0.00007563262,0.0002472973,0.0002654626,0.00001448383,0.00009512347,0.00002162786,0.0001075514,0.0006301769,0.001167949,0.8411287,0.156106],"study_design_scores_gemma":[0.00001551587,0.0000449316,0.0008205944,0.0001715753,0.000005782477,0.00006925965,0.00001527705,0.00005556684,0.0001630046,0.0001943645,0.9984373,0.000006925215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005110763,0.1672221,0.005324574,0.0909609,0.2818401,0.0008029068,0.005114258,0.001954479,0.44167],"genre_scores_gemma":[0.01519636,0.1136381,0.006980442,0.02344453,0.1029794,0.0005568783,0.005498161,0.0005310265,0.7311751],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1434038,"threshold_uncertainty_score":0.4797335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170008595766881,"score_gpt":0.2869599567591731,"score_spread":0.269959097182485,"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."}}