{"id":"W4392380532","doi":"10.1016/j.chest.2024.02.049","title":"Use of Intravenous Albumin","year":2024,"lang":"fi","type":"article","venue":"CHEST Journal","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of British Columbia; Bruyère; Ottawa Hospital; University Health Network; Carleton University; Trillium Health Centre; Kingston Health Sciences Centre; University of Ottawa; Mount Sinai Hospital; Canadian Blood Services; Hamilton Health Sciences; McMaster University; Queen's University","funders":"Grifols; Ontario Regional Blood Coordinating Network; Bayer HealthCare; Canadian Blood Services; NHS Blood and Transplant; Ipsen; University of Cincinnati; Gilead Sciences; Cerus Corporation; Loma Linda University; World Bank Group","keywords":"Medicine; Albumin; Cirrhosis; Intensive care medicine; Renal replacement therapy; Serum albumin; Intravenous fluid; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005345398,0.0005236686,0.0008221443,0.001537078,0.0003639504,0.001697325,0.001386374,0.00130498,0.004703539],"category_scores_gemma":[0.02820153,0.0001847277,0.0009310113,0.001334497,0.0009021767,0.00111968,0.001233533,0.002146052,0.00113974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751538,"about_ca_system_score_gemma":0.00350962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344978,"about_ca_topic_score_gemma":0.002758835,"domain_scores_codex":[0.9890702,0.004804426,0.00229144,0.0007283732,0.002776994,0.000328545],"domain_scores_gemma":[0.9831048,0.006856588,0.005195983,0.0005244097,0.003654184,0.0006640935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005200435,0.0001819665,0.02933513,0.0265334,0.0008405906,0.0006658674,0.0002711214,0.0008367717,0.00116405,0.007934846,0.1261298,0.8055865],"study_design_scores_gemma":[0.0005756097,0.0009243985,0.04039595,0.1296141,0.001909637,0.004832516,0.0005122405,0.001597259,0.003538763,0.01141306,0.8045624,0.0001240776],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01676189,0.7826036,0.01280096,0.07872753,0.004807457,0.0005360026,0.00152461,0.0002732867,0.1019647],"genre_scores_gemma":[0.3768444,0.5303204,0.02392757,0.05407993,0.004286095,0.0009794834,0.002591209,0.00009201442,0.006878941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005345398,"threshold_uncertainty_score":0.02826953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07081677290444485,"score_gpt":0.3082169249290329,"score_spread":0.2374001520245881,"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."}}