{"id":"W3211656222","doi":"10.1007/s12630-021-02131-x","title":"Fluid management for kidney transplantation: is it really about more or less?","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Transplantation; Medicine; Intensive care 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":[0.002909307,0.0005796376,0.001296609,0.0008238512,0.004738422,0.00374148,0.001326565,0.03948098,0.007128735],"category_scores_gemma":[0.02373022,0.0004438317,0.001086011,0.0009547522,0.00314329,0.004554729,0.001351741,0.03252527,0.003192122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006319459,"about_ca_system_score_gemma":0.008691818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156272,"about_ca_topic_score_gemma":0.02264795,"domain_scores_codex":[0.9964914,0.0009681743,0.0005690778,0.0002970001,0.001036933,0.0006374412],"domain_scores_gemma":[0.9902563,0.003454228,0.0008404559,0.0001495112,0.001727385,0.003572065],"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":[0.000124472,0.0001184672,0.003209674,0.0001798772,0.00003534359,0.01369174,0.0003974287,0.0001286963,0.0002686621,0.004540703,0.9515681,0.02573682],"study_design_scores_gemma":[0.0004737327,0.0002721521,0.006605254,0.00291241,0.0001316428,0.04080293,0.002386559,0.00100561,0.0002680227,0.02117316,0.9237285,0.0002400667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005115212,0.001778432,0.00005388939,0.985797,0.009614037,0.000004410301,0.000009827588,0.000006392817,0.002224542],"genre_scores_gemma":[0.0100495,0.003571135,0.0003663611,0.901306,0.08094233,0.0000192652,0.00002361919,0.00001651611,0.0037053],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03948098,"threshold_uncertainty_score":0.04585111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508612003072628,"score_gpt":0.2653365328277242,"score_spread":0.240250412796998,"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."}}