{"id":"W3031261471","doi":"10.1097/txd.0000000000001013","title":"Impact of Postoperative Continuous Renal Replacement Therapy in Lung Transplant Recipients","year":2020,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Renal replacement therapy; Acute kidney injury; Kidney disease; Renal function; Incidence (geometry); Complication; Critically ill; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002645646,0.000234488,0.0005828359,0.0001539019,0.00003664929,0.00001143816,0.00008231928,0.00008954712,0.0003275663],"category_scores_gemma":[0.00001840195,0.0001801557,0.0002377068,0.0003661842,0.00004617248,0.0001277507,0.000001814298,0.0001868262,0.000006794308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006309292,"about_ca_system_score_gemma":0.0001225696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002596205,"about_ca_topic_score_gemma":0.00003858374,"domain_scores_codex":[0.9983007,0.0002027403,0.000581221,0.0003448857,0.0003255804,0.0002448299],"domain_scores_gemma":[0.9993114,0.0001821999,0.0001147546,0.0001424429,0.00008838056,0.0001608297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01644174,0.0002413582,0.8878185,0.0001820313,0.000303007,0.0002036389,0.01983621,0.0003396636,0.07084942,0.00005221035,0.00009031701,0.003641947],"study_design_scores_gemma":[0.009959609,0.002048274,0.9380643,0.0003546452,0.0001621129,0.0000633139,0.00007362935,0.0004954345,0.04851498,0.000006096041,0.00005239392,0.0002052537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922875,0.0002749655,0.003310226,0.0007425507,0.00007495845,0.0007869372,0.000288442,0.00006789362,0.002166574],"genre_scores_gemma":[0.9944914,0.002276322,0.002266764,0.0004810406,0.00003358477,0.00003033202,0.0003261559,0.00002592942,0.00006849966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05024581,"threshold_uncertainty_score":0.7346537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03381902705409676,"score_gpt":0.3481821390045637,"score_spread":0.314363111950467,"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."}}