{"id":"W2149291389","doi":"10.2215/cjn.03020312","title":"Predicting Baseline Creatinine in Hospitalized Patients","year":2012,"lang":"en","type":"letter","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Creatinine; Baseline (sea); Internal medicine; Renal function; Intensive care medicine","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003571377,0.0003412191,0.002581922,0.0001354154,0.0000510632,0.000006690807,0.0009287113,0.0007890377,0.0002198592],"category_scores_gemma":[0.002874363,0.0002171679,0.002140715,0.0005460288,0.002880715,0.00007768884,0.0004245123,0.007212271,0.000009287177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694395,"about_ca_system_score_gemma":0.0007253533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007470202,"about_ca_topic_score_gemma":8.808134e-7,"domain_scores_codex":[0.9935182,0.00159896,0.002780744,0.0003175642,0.001083448,0.0007010815],"domain_scores_gemma":[0.9902517,0.003030666,0.004810654,0.0007347227,0.0008872055,0.0002851168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006460067,0.0003493807,0.428428,0.00006236434,0.0005535489,0.00002681382,0.0000791799,1.844201e-7,0.00004720032,9.292775e-8,0.5679436,0.00186366],"study_design_scores_gemma":[0.004466515,0.00395631,0.3988751,0.0002700243,0.0006080524,0.0001322334,0.00006648894,0.00007593558,0.00001016248,0.00002257015,0.5913723,0.000144343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4909052,0.000158136,0.0000251613,0.5079597,0.000458459,0.0003166705,0.00008596449,0.000007197058,0.00008360199],"genre_scores_gemma":[0.03712843,0.001084105,0.004834383,0.9485406,0.007813498,0.000008429916,0.00006451805,0.00008036217,0.0004456646],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4537767,"threshold_uncertainty_score":0.9998329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04968492037770925,"score_gpt":0.391322118967768,"score_spread":0.3416371985900588,"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."}}