{"id":"W2321777937","doi":"10.1159/000445091","title":"Acute Kidney Injury in Western Countries","year":2016,"lang":"en","type":"review","venue":"Kidney Diseases","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; University of California, San Diego","keywords":"Acute kidney injury; Medicine; Internal 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003036081,0.00114286,0.003893279,0.00123376,0.0001220509,0.0001385626,0.0008898872,0.0007262267,0.003908269],"category_scores_gemma":[0.00336228,0.0007707724,0.001113798,0.0008736345,0.0005319667,0.0003463388,0.0005523236,0.0009232962,0.005496212],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008525889,"about_ca_system_score_gemma":0.01317341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002064944,"about_ca_topic_score_gemma":7.13966e-7,"domain_scores_codex":[0.9943763,0.0003798448,0.00134644,0.001271728,0.001284825,0.001340846],"domain_scores_gemma":[0.9921243,0.0002585289,0.0004230037,0.001792045,0.0002353734,0.005166813],"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":[0.0003349155,0.0003148754,0.004330362,0.02885933,0.0009266368,0.00103195,0.00002256914,2.429612e-10,0.000001456835,0.00006470379,0.7830029,0.1811104],"study_design_scores_gemma":[0.001549739,0.0002523447,0.0001136631,0.06483666,0.003166404,0.0001708614,0.000002767814,2.88073e-7,0.000004382557,0.00004993263,0.9291083,0.0007446633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004215428,0.9237828,0.000007041367,0.003871476,0.0006279309,0.002656986,0.06625061,0.0002941923,0.002504779],"genre_scores_gemma":[0.000004333794,0.9645703,0.00004249312,0.006473937,0.001113081,0.001232745,0.005852743,0.0002876448,0.02042275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1803657,"threshold_uncertainty_score":0.9994743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225407870153221,"score_gpt":0.393892329936641,"score_spread":0.3616382512351088,"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."}}