{"id":"W2324545540","doi":"10.1097/ccm.0000000000001398","title":"Obesity, Acute Kidney Injury, and Mortality in Critical Illness","year":2015,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of General Medical Sciences","keywords":"Medicine; Critical illness; Acute kidney injury; Obesity; Intensive care medicine; Emergency medicine; Internal medicine; Critically ill","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001000593,0.0003127403,0.0008562237,0.0003123156,0.00009542517,0.00003011749,0.0002147505,0.000285624,0.0005931323],"category_scores_gemma":[0.02430569,0.0002448133,0.00006276586,0.0005401883,0.002439909,0.0001932653,0.0003177366,0.0009116684,0.00007170052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683884,"about_ca_system_score_gemma":0.0006641233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002793708,"about_ca_topic_score_gemma":0.0000115055,"domain_scores_codex":[0.9964695,0.0002259258,0.0005471741,0.0006570147,0.001290528,0.0008098731],"domain_scores_gemma":[0.9945838,0.0004170925,0.00001888586,0.0006359439,0.001013399,0.003330876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001295199,0.0006679918,0.6934431,0.002594255,0.0001224506,0.006106604,0.005148705,1.549574e-8,0.002736034,0.03010009,0.2522381,0.005547395],"study_design_scores_gemma":[0.03916228,0.02461976,0.6577322,0.006124794,0.005109148,0.004772946,0.04851579,0.001128935,0.01141839,0.04841577,0.1495599,0.003440076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7999783,0.001953946,0.0006436458,0.1534407,0.001604629,0.001052165,0.0006324843,0.0002460088,0.04044817],"genre_scores_gemma":[0.9905899,0.0000596376,0.0004434088,0.00759728,0.0008035775,0.00007289139,0.0001897643,0.00004416666,0.0001993315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1906117,"threshold_uncertainty_score":0.9983197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07941106085932885,"score_gpt":0.4574234542397751,"score_spread":0.3780123933804462,"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."}}