{"id":"W4404960500","doi":"10.34067/kid.0000000663","title":"CKD Progression after Acute Kidney Injury","year":2024,"lang":"en","type":"article","venue":"Kidney360","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Queen's University; Regina General Hospital; University of Ottawa; University of Toronto; St. Michael's Hospital","funders":"Health Research Council of New Zealand; National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Kidney disease; Acute kidney injury; Medicine; Complication; Intensive care medicine; Internal medicine; Renal replacement therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002026155,0.0005667325,0.001156052,0.001392192,0.0005739765,0.0009813977,0.0006337829,0.0004513666,0.01521116],"category_scores_gemma":[0.005187119,0.0001577448,0.0008167186,0.002053095,0.0002640457,0.0008782792,0.001031129,0.00177895,0.001750617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005672578,"about_ca_system_score_gemma":0.001740943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002968985,"about_ca_topic_score_gemma":0.0036844,"domain_scores_codex":[0.9977165,0.0006967731,0.0003822464,0.0002488863,0.0007044931,0.0002511126],"domain_scores_gemma":[0.9953246,0.0008419381,0.002036952,0.0001764718,0.001042345,0.0005776502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002449679,0.0005299688,0.7411324,0.005817087,0.001561493,0.0004121596,0.0001873475,0.001143928,0.0003943857,0.002605591,0.04738947,0.1963764],"study_design_scores_gemma":[0.0003571558,0.0009705719,0.949562,0.001380738,0.000559035,0.001341804,0.0001263684,0.001949218,0.0003006251,0.003454411,0.03994812,0.00005001506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5580502,0.1251768,0.0178913,0.01251708,0.002565585,0.006748614,0.1120308,0.001028852,0.1639908],"genre_scores_gemma":[0.9179442,0.01909639,0.00672525,0.002172906,0.00148967,0.002440998,0.02907353,0.00006330797,0.02099391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01521116,"threshold_uncertainty_score":0.05088639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263195096852804,"score_gpt":0.3662162445669248,"score_spread":0.3535842935983968,"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."}}