{"id":"W4412852485","doi":"10.1016/j.ajt.2025.07.2393","title":"Efficacy of Corticosteroid Pretreatment in the Management of Deceased Organ Donors: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; University of British Columbia","funders":"","keywords":"Medicine; Meta-analysis; Corticosteroid; Intensive care medicine; MEDLINE; Systematic review; Surgery; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009887326,0.002466814,0.01762037,0.005150937,0.0005934666,0.002934205,0.002007548,0.002303777,0.003339198],"category_scores_gemma":[0.02553602,0.001249869,0.03384113,0.005436926,0.0006777595,0.001523592,0.001177831,0.001628947,0.0002544505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002731652,"about_ca_system_score_gemma":0.004070368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007757082,"about_ca_topic_score_gemma":0.01583453,"domain_scores_codex":[0.9929294,0.003137226,0.002284932,0.0006430111,0.0007633682,0.0002420824],"domain_scores_gemma":[0.9851135,0.01078259,0.002543288,0.0003634175,0.001008672,0.0001885973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002312137,0.00003610159,0.00280058,0.5918332,0.386455,0.0001208191,0.00007934222,0.0004639222,0.0002124764,0.0001033555,0.0005187921,0.0150643],"study_design_scores_gemma":[0.0007120252,0.0002823374,0.003188165,0.04510321,0.9486938,0.00009551553,0.0000468611,0.0001597147,0.0001102839,0.0001342969,0.001450024,0.00002384711],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002806591,0.9962082,0.0002201616,0.0001321895,0.00007837005,0.0001813341,0.0002261838,0.00001186112,0.0001351312],"genre_scores_gemma":[0.1092973,0.8868118,0.001430911,0.0007410747,0.0002017455,0.000826457,0.0004732434,0.00001521253,0.0002022847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01762037,"threshold_uncertainty_score":0.05228978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324760402750596,"score_gpt":0.3495856144986514,"score_spread":0.3163380104711454,"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."}}