{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009631485,0.0001237235,0.000187619,0.0006236064,0.0003368939,0.0008145471,0.0002168389,0.0002096767,0.001190715],"category_scores_gemma":[0.004626032,0.00005106318,0.0003533308,0.0006899284,0.0002814141,0.0004155883,0.0004783522,0.0004098932,0.00007430815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006566231,"about_ca_system_score_gemma":0.0009076431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001859538,"about_ca_topic_score_gemma":0.003018166,"domain_scores_codex":[0.9991,0.0002996349,0.0001662747,0.00008699523,0.0001861693,0.0001609859],"domain_scores_gemma":[0.994238,0.001371588,0.003097771,0.00009826087,0.00035456,0.000839723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001796223,0.00004151024,0.9907285,0.00006770337,0.00003721749,0.0002241103,0.00004585113,0.00004850749,0.00008351963,0.00003959255,0.000148094,0.008355851],"study_design_scores_gemma":[0.000008810255,0.0002331295,0.9980203,0.00006641111,0.00005584324,0.0006326284,0.0002955629,0.0001740686,0.00009806683,0.00003832326,0.0003728134,0.000003980337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929368,0.005074414,0.00008245098,0.0005177027,0.00003880542,0.000008984333,0.0002517897,0.000003452142,0.001085578],"genre_scores_gemma":[0.998965,0.0007267769,0.00004198924,0.00005512206,0.0000303499,0.000003950934,0.0001336202,6.326444e-7,0.00004248829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001859538,"threshold_uncertainty_score":0.005093694,"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."}}