{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007182498,0.0003280819,0.0002220716,0.000706582,0.0003197893,0.0004801345,0.0002351342,0.0003772011,0.001272488],"category_scores_gemma":[0.00301011,0.0001296023,0.0002992295,0.0008880642,0.0002327385,0.0003052901,0.0005016573,0.0008457498,0.000109735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000367096,"about_ca_system_score_gemma":0.0006064915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00379261,"about_ca_topic_score_gemma":0.003324728,"domain_scores_codex":[0.999529,0.0001602163,0.00005767659,0.0000662037,0.0001097133,0.00007720711],"domain_scores_gemma":[0.9977142,0.000317408,0.001343193,0.00003522961,0.0001886994,0.0004012816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009485401,0.0000499928,0.9959681,0.0000693259,0.00007035137,0.00005712925,0.00002267991,0.00009355217,0.00009936994,0.00003879463,0.000311009,0.003125015],"study_design_scores_gemma":[0.000007067169,0.00005205399,0.9991933,0.00003804819,0.00002790653,0.000183624,0.00003295171,0.0002236702,0.0000228885,0.00007416314,0.000141647,0.000002723467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872886,0.008833335,0.0002811099,0.001673714,0.00009114534,0.00003052858,0.0005806393,0.00001140678,0.001209505],"genre_scores_gemma":[0.9975042,0.001451748,0.0002698871,0.0001438607,0.0001438218,0.00001847683,0.0003611316,0.000001671367,0.0001052482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00379261,"threshold_uncertainty_score":0.00754106,"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."}}