{"id":"W3108390945","doi":"10.2215/cjn.10840720","title":"Prospective Cohort Study of Renin-Angiotensin System Blocker Usage after Hospitalized Acute Kidney Injury","year":2020,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Angiotensin receptor; Hazard ratio; Internal medicine; Acute kidney injury; Kidney disease; Angiotensin-converting enzyme; Prospective cohort study; Creatinine; Albuminuria; Angiotensin II; Confidence interval; Receptor; Blood pressure","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":[],"consensus_categories":[],"category_scores_codex":[0.001725355,0.0002582866,0.002333728,0.00005767891,0.00006243114,0.000007975597,0.0006900082,0.0001877805,0.00006832639],"category_scores_gemma":[0.0009133344,0.0001646092,0.001604644,0.0007745056,0.002528482,0.00006976047,0.0004796084,0.001408777,0.000008498996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213235,"about_ca_system_score_gemma":0.0006986171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004834736,"about_ca_topic_score_gemma":3.729209e-7,"domain_scores_codex":[0.9952929,0.0009705795,0.001985427,0.0003964909,0.0009695825,0.0003850202],"domain_scores_gemma":[0.9946384,0.0003836098,0.00253703,0.0006701793,0.001076111,0.0006946798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008405237,0.0007508013,0.6920264,0.00002797693,0.004729663,0.00007939791,0.0009963349,2.161644e-7,0.00599603,0.000001466592,0.2867685,0.0002179233],"study_design_scores_gemma":[0.005258968,0.02027401,0.9636872,0.0001006298,0.002307991,0.0002096675,0.00106073,0.0001423344,0.0005240962,0.00001355982,0.006282189,0.0001386219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609085,0.00004216576,0.00006518308,0.03749296,0.0002083218,0.001094791,0.0001062971,0.00001844581,0.00006328701],"genre_scores_gemma":[0.9631459,0.000143007,0.003277762,0.03267696,0.0006053245,0.0000173464,0.000002211472,0.00004119048,0.0000903253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2804863,"threshold_uncertainty_score":0.9316298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794466773224288,"score_gpt":0.3680117656186283,"score_spread":0.3400670978863854,"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."}}