{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001147727,0.000231598,0.0006633764,0.000446262,0.00005802533,0.0000370637,0.0001796942,0.0001645176,0.0006001812],"category_scores_gemma":[0.0191613,0.0001970951,0.0002344385,0.000320423,0.0002001993,0.0001609867,0.0003488668,0.000412126,0.0001159887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008095083,"about_ca_system_score_gemma":0.001037111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006643443,"about_ca_topic_score_gemma":5.685936e-7,"domain_scores_codex":[0.9966995,0.00007078096,0.00129906,0.000527062,0.001064236,0.0003393853],"domain_scores_gemma":[0.9967722,0.000293664,0.0005188415,0.0005792842,0.0005964208,0.001239554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001690711,0.0001397908,0.6499885,0.00004661909,0.000642002,0.003863649,0.00006285967,2.652639e-9,0.004927326,0.00009069058,0.3375088,0.002560704],"study_design_scores_gemma":[0.001052899,0.0003142628,0.8420857,0.0002078486,0.0002528463,0.002267518,0.00004356445,0.0001339926,0.005288186,0.0002497445,0.1478655,0.0002379513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678141,0.000003829139,0.000008406652,0.02124635,0.002559517,0.0004194762,0.001637176,0.0001572105,0.006153885],"genre_scores_gemma":[0.9774156,0.0002412396,0.0004271374,0.004439349,0.0004236047,0.00004216579,0.001647885,0.00004837339,0.01531461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1920972,"threshold_uncertainty_score":0.9891008,"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."}}