{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003531662,0.0002113356,0.0009436427,0.0004051398,0.00007191925,0.00001290812,0.0001168197,0.00007668356,0.00004378453],"category_scores_gemma":[0.0009866585,0.0001824559,0.0001479488,0.000687017,0.0001510402,0.000155489,0.000007854866,0.0002214533,5.160333e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008561633,"about_ca_system_score_gemma":0.000245247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003974475,"about_ca_topic_score_gemma":0.0002544524,"domain_scores_codex":[0.9952091,0.002138305,0.001368245,0.000360562,0.0006573191,0.0002664821],"domain_scores_gemma":[0.996855,0.002267623,0.0004296725,0.0002371432,0.0001229186,0.00008760841],"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":[0.9611496,0.0009792056,0.002239485,0.0006667068,0.00008091849,0.00005626009,0.008081774,0.0002231673,0.02472602,0.0000550499,0.000006635236,0.001735221],"study_design_scores_gemma":[0.9689168,0.001542244,0.01480925,0.0002836721,0.0008507491,0.00001041789,0.001059029,0.004674897,0.007622316,0.00004518799,0.00001288071,0.000172522],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921496,0.0001288534,0.002034313,0.000476235,0.0003955908,0.003906476,0.0006872493,0.00002759114,0.0001941297],"genre_scores_gemma":[0.9954959,0.001418933,0.0004114876,0.00008324903,0.00006000655,0.0007906104,0.001705187,0.00002348216,0.00001112539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01710371,"threshold_uncertainty_score":0.7440337,"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."}}