{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004686702,0.0001341037,0.0005907731,0.0005367991,0.00006432347,0.000006764067,0.00006384398,0.0000557034,0.0006559986],"category_scores_gemma":[0.0000332079,0.0001140634,0.0001206973,0.0003399668,0.0001027744,0.0001198499,0.0000439,0.0005346115,0.000001427727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003371514,"about_ca_system_score_gemma":0.0003748265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006547438,"about_ca_topic_score_gemma":0.00002170614,"domain_scores_codex":[0.9986724,0.0001491947,0.000553286,0.0001503408,0.0002346529,0.0002401455],"domain_scores_gemma":[0.9993075,0.00007200109,0.0002974822,0.000083006,0.00006330003,0.0001767489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03851287,0.002172001,0.4355953,0.0001253754,0.0006670812,0.01372293,0.004750012,0.000007910951,0.1208517,0.0004080914,0.01462912,0.3685577],"study_design_scores_gemma":[0.003101018,0.003316007,0.883792,0.0001619519,0.0001974826,0.01227812,0.0006683757,0.00003396086,0.002068242,0.0006552722,0.09343153,0.0002960554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888443,0.0006017654,0.000001126194,0.009396303,0.0006504824,0.0001541633,0.0000204526,0.0000083886,0.0003230564],"genre_scores_gemma":[0.9937186,0.0003955574,0.0003026649,0.004818485,0.0004217441,0.00002396476,0.00001326183,0.00002024332,0.0002855081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4481967,"threshold_uncertainty_score":0.7182725,"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."}}