{"id":"W2150785210","doi":"10.1093/ndt/16.5.1042","title":"Screening for renal disease using serum creatinine: who are we missing?","year":2001,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":258,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Renal function; Creatinine; Concordance; Kidney disease; Urology; Internal medicine; Referral","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":[0.0003192951,0.0002220031,0.0004861148,0.0004120455,0.0002825568,0.00003305581,0.0001146911,0.000196832,0.0003778514],"category_scores_gemma":[0.0001143571,0.0002093033,0.0002382831,0.000475757,0.0001444626,0.0001940327,0.0000103072,0.000229578,0.000009917323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005551792,"about_ca_system_score_gemma":0.0001774471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000304747,"about_ca_topic_score_gemma":0.00002997617,"domain_scores_codex":[0.9981564,0.0001470292,0.0003937188,0.0004547467,0.0003519964,0.0004961612],"domain_scores_gemma":[0.9987072,0.0002632744,0.0001510222,0.0002879331,0.0001844738,0.0004060381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04892655,0.0007490038,0.7390836,0.001487163,0.002270079,0.002036167,0.002788104,0.001605256,0.1341901,0.0001567335,0.01792111,0.04878614],"study_design_scores_gemma":[0.03049633,0.001587312,0.6537961,0.001655611,0.01543218,0.001099805,0.0005021978,0.2272249,0.01363848,0.0009777948,0.05229418,0.00129509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7732816,0.0003383356,0.2068973,0.01735874,0.00007783951,0.0009016767,0.0006107117,0.0001513696,0.0003823882],"genre_scores_gemma":[0.9719973,0.001557499,0.01806799,0.004426191,0.0009000659,0.0001919099,0.001757919,0.00008393523,0.001017219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2256196,"threshold_uncertainty_score":0.8535142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05573418269079197,"score_gpt":0.3511055665172347,"score_spread":0.2953713838264428,"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."}}