{"id":"W7084108865","doi":"10.6084/m9.figshare.c.8004058","title":"Health inequalities and outcomes following acute kidney injury: a systematic review & meta-analyses of observational studies","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Observational study; Inequality; Acute kidney injury; Socioeconomic status; Mental health; MEDLINE; Epidemiology; Public health; Household income","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000229395,0.0003041544,0.00245458,0.0001882163,0.00003408915,0.00002285305,0.0001288347,0.00008924016,0.01846292],"category_scores_gemma":[0.002983526,0.0002025126,0.0005137411,0.0001622503,0.000003736331,0.00005976536,0.00006027929,0.0001537123,0.00007577733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003825699,"about_ca_system_score_gemma":0.00006974058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002707239,"about_ca_topic_score_gemma":0.00001963124,"domain_scores_codex":[0.9985948,0.000152063,0.0006972727,0.000172906,0.0002554702,0.0001275274],"domain_scores_gemma":[0.9990177,0.0002093671,0.0003820994,0.0002729475,0.00005209451,0.00006583863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[1.358802e-7,0.000002606951,0.000002012751,0.3735991,0.01067786,4.217326e-7,0.00002234427,6.775863e-7,0.000001179115,0.00002154857,0.6156533,0.00001876124],"study_design_scores_gemma":[0.00009378985,0.0000112678,0.00002349063,0.6313763,0.01207517,0.00000141472,0.00004458454,0.00001854119,0.000009016981,0.00002080792,0.3559376,0.0003880142],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[4.633015e-7,0.6372123,0.00001850472,0.0005097478,0.0002298988,0.001139765,0.3439346,0.0003355151,0.01661924],"genre_scores_gemma":[0.0002172479,0.02724652,0.002290954,0.008521523,0.0001183715,0.001603989,0.1705892,0.0004471795,0.788965],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7723458,"threshold_uncertainty_score":0.9824343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3997290307827231,"score_gpt":0.4602671562704223,"score_spread":0.06053812548769916,"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."}}