{"id":"W3185370983","doi":"10.1002/pbc.29255","title":"Fluid overload and acute kidney injury in children with tumor lysis syndrome","year":2021,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Methemoglobinemia and Tumor Lysis Syndrome","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Acute kidney injury; Tumor lysis syndrome; Hypoxemia; Renal replacement therapy; Internal medicine; Incidence (geometry); Pediatric intensive care unit; Intensive care medicine; Chemotherapy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001557975,0.0003010366,0.0007394522,0.0002956773,0.00006137235,0.00003323099,0.0001059517,0.00009315928,0.0009551613],"category_scores_gemma":[0.00008826826,0.0002471017,0.0001096021,0.001418248,0.00005383352,0.0001177415,0.00009567069,0.000334606,0.00002767083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006615213,"about_ca_system_score_gemma":0.0007543136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003506997,"about_ca_topic_score_gemma":0.00001406209,"domain_scores_codex":[0.9980071,0.00006044137,0.000380759,0.0006488992,0.0004409965,0.0004617843],"domain_scores_gemma":[0.9988301,0.00002625058,0.0001248629,0.0004686997,0.0001080901,0.0004419691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009429094,0.000229141,0.9936115,0.0001575449,0.0006244277,0.001620464,0.00007127778,0.000001118601,0.001679171,0.00001493916,0.001579867,0.0003162773],"study_design_scores_gemma":[0.005096889,0.0003787332,0.975925,0.0001220489,0.005452754,0.009221219,0.00001581369,0.00001564697,0.002871542,0.00004260355,0.0004434778,0.0004142589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943345,0.003736481,0.000004471113,0.0007705613,0.0001046881,0.0003380519,0.0001947666,0.00005984271,0.0004566346],"genre_scores_gemma":[0.9920443,0.00394505,0.0008813992,0.001381185,0.0003724383,0.0001196986,0.00008028861,0.00005192379,0.001123681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768647,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004615954017437213,"score_gpt":0.2372999655914685,"score_spread":0.2326840115740312,"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."}}