{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004121591,0.0003304366,0.0003867947,0.0004317848,0.00009462036,0.0001667711,0.0002344292,0.0002751997,0.006364936],"category_scores_gemma":[0.0004970056,0.0002466957,0.0002527584,0.000802694,0.0002024251,0.0003112862,0.0002477998,0.0008578007,0.004846483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078645,"about_ca_system_score_gemma":0.001363092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000755957,"about_ca_topic_score_gemma":1.60452e-7,"domain_scores_codex":[0.9971766,0.00007346716,0.000378447,0.0006968,0.0009309305,0.0007437016],"domain_scores_gemma":[0.9972028,0.00004018395,0.00003286746,0.0007462156,0.0001498442,0.001828083],"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":[0.0008197855,0.0001386448,0.005557731,0.000446528,0.0003373368,0.001915073,0.000220094,2.943215e-9,0.02052969,0.00026247,0.9475805,0.0221922],"study_design_scores_gemma":[0.0007792854,0.0007257655,0.002940077,0.001099451,0.0003235925,0.0004047196,0.00001360022,0.0003772317,0.02352309,0.0003301971,0.9691717,0.0003113063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2791854,0.006880722,0.001650399,0.371361,0.01110621,0.008153088,0.01129647,0.007407431,0.3029592],"genre_scores_gemma":[0.90673,0.0004369239,0.004373408,0.01729078,0.001925897,0.0009141286,0.0008961643,0.0002400115,0.06719269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6275446,"threshold_uncertainty_score":0.9999985,"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."}}