{"id":"W4385797778","doi":"10.1016/j.ekir.2023.07.037","title":"Clinical Characteristics and Outcomes of Drug-Induced Acute Kidney Injury Cases","year":2023,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Hospital for Sick Children","funders":"Baxter Healthcare Corporation; U.S. National Library of Medicine; GlaxoSmithKline","keywords":"Medicine; Acute kidney injury; Internal medicine; Rifle; Nephrotoxicity; Creatinine; Intensive care medicine; Receiver operating characteristic; Logistic regression; Kidney","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":[0.001353614,0.0002063306,0.0003428187,0.00145704,0.0004421608,0.0006198812,0.000368047,0.0003514616,0.001282607],"category_scores_gemma":[0.005038571,0.0001720501,0.0003673148,0.001474171,0.0003536755,0.0005180244,0.0006291149,0.0003494775,0.0002263543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004560428,"about_ca_system_score_gemma":0.0004443261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040443,"about_ca_topic_score_gemma":0.001966805,"domain_scores_codex":[0.9987103,0.0002547478,0.0002908418,0.0002780936,0.0002975746,0.0001684588],"domain_scores_gemma":[0.9951718,0.0006686883,0.003051631,0.0002106027,0.000455602,0.0004416747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004717073,0.00001205557,0.9995307,0.00000470642,0.00001068909,0.00003371969,0.00001568461,0.00002286874,0.00002783309,0.000006000672,0.00003858958,0.0002499624],"study_design_scores_gemma":[0.000007020079,0.00008489564,0.9989834,0.000007091189,0.00001335557,0.0003767907,0.0001008884,0.000209875,0.00004750606,0.00002587262,0.0001399325,0.000003334088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981199,0.0002017604,0.0001402294,0.00003846036,0.000005058743,0.00002678263,0.000978925,0.000005459289,0.0004833323],"genre_scores_gemma":[0.9986946,0.00004349379,0.00009180009,0.00001151702,0.000006937584,0.00001950557,0.001071116,0.000001188583,0.00005988061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002040443,"threshold_uncertainty_score":0.007158637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497443198343192,"score_gpt":0.4213408398763624,"score_spread":0.3715965200420432,"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."}}