{"id":"W4313199432","doi":"10.14740/wjon1540","title":"Acute Kidney Injury After Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy in a Portuguese Population","year":2022,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute kidney injury; Renal function; Hyperthermic intraperitoneal chemotherapy; Odds ratio; Kidney disease; Intensive care unit; Retrospective cohort study; Confidence interval; Internal medicine; Regimen; Univariate analysis; Surgery; Cancer; Multivariate analysis; Cytoreductive surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007677107,0.0002895159,0.000377836,0.0008612768,0.0006197973,0.0005119199,0.0003166841,0.0003832633,0.001092796],"category_scores_gemma":[0.002004938,0.0003455188,0.0005885072,0.001201657,0.00054013,0.0003452562,0.0005490936,0.0004537291,0.0001341715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007186651,"about_ca_system_score_gemma":0.001117646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01458448,"about_ca_topic_score_gemma":0.01312116,"domain_scores_codex":[0.9995056,0.0001116915,0.00005965509,0.00009211898,0.00009845437,0.0001323847],"domain_scores_gemma":[0.9987121,0.0001569321,0.0007954361,0.00007328211,0.00009441179,0.0001678987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005857136,0.00006160499,0.9974963,0.00003917824,0.00002459062,0.0005690004,0.0002631649,0.0000256609,0.0001662881,0.00003509969,0.00007417103,0.001186281],"study_design_scores_gemma":[0.000009463322,0.0001392668,0.996927,0.00003006947,0.00002316697,0.001659138,0.0007616717,0.00007543556,0.00003386158,0.00003573359,0.0003007253,0.000004668339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999019,0.0002593824,0.00006475099,0.00007492738,0.000005132437,0.00001569262,0.0001552167,0.000001244142,0.0004046603],"genre_scores_gemma":[0.9992301,0.0004226616,0.00005451491,0.00004726893,0.00001597849,0.00001252135,0.0001496358,0.000001109006,0.00006616611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01458448,"threshold_uncertainty_score":0.02899921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009755072907235488,"score_gpt":0.282864185400109,"score_spread":0.2731091124928735,"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."}}