{"id":"W4311023473","doi":"10.1097/txd.0000000000001399","title":"Baseline Characteristics and Representativeness of Participants in the BEST-Fluids Trial: A Randomized Trial of Balanced Crystalloid Solution Versus Saline in Deceased Donor Kidney Transplantation","year":2022,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Faculty of Medicine and Health, University of Sydney; Flinders University; University of Tasmania; University of Melbourne; Monash University; University of Queensland; AstraZeneca; National Health and Medical Research Council; Fresenius Medical Care North America; University of New South Wales; University of Otago; George Institute for Global Health; Amgen","keywords":"Medicine; Dialysis; Randomized controlled trial; Transplantation; Cohort; Kidney transplantation; Cohort study; Internal medicine; Intensive care medicine; Emergency medicine; Surgery","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":[0.01123095,0.0009747935,0.003156901,0.000288958,0.0005805989,0.00126568,0.0007902842,0.002149417,0.002598692],"category_scores_gemma":[0.0151282,0.0005081419,0.002293567,0.000404796,0.001386204,0.00128608,0.0007196046,0.001836571,0.0002784575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007250911,"about_ca_system_score_gemma":0.001671382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006707963,"about_ca_topic_score_gemma":0.0008830783,"domain_scores_codex":[0.9891135,0.008304331,0.0008870181,0.0008246661,0.0004714016,0.0003991351],"domain_scores_gemma":[0.9933873,0.002328133,0.002104462,0.0005866148,0.0004457843,0.001147661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9790589,0.00278543,0.008274221,0.0006076555,0.002096439,0.00004028516,0.0001196584,0.0001814307,0.0005626861,0.0001395055,0.0003305472,0.005803282],"study_design_scores_gemma":[0.8731588,0.09698905,0.02200234,0.0002539345,0.004020419,0.00008744561,0.0001542055,0.001090572,0.0005090217,0.0007323009,0.0009513487,0.00005054852],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913211,0.003380714,0.0005158258,0.0006949958,0.0003403118,0.002672533,0.0003275947,0.00001311476,0.0007337868],"genre_scores_gemma":[0.9939856,0.0005322296,0.0007510695,0.0005108215,0.000206436,0.003452591,0.0002474243,0.000004139778,0.00030975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123095,"threshold_uncertainty_score":0.05939573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04882634251608686,"score_gpt":0.330977562109614,"score_spread":0.2821512195935272,"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."}}