{"id":"W2302050709","doi":"10.5527/wjn.v5.i2.139","title":"Major comorbid disease processes associated with increased incidence of acute kidney injury","year":2016,"lang":"en","type":"review","venue":"World Journal of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Acute kidney injury; Intensive care medicine; Disease; Kidney disease; Diabetes mellitus; Comorbidity; 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":[],"category_scores_codex":[0.001132932,0.0006152196,0.004009828,0.001677269,0.00008193424,0.00002046687,0.0008852512,0.0003503613,0.001228778],"category_scores_gemma":[0.003868323,0.0003522529,0.0006144361,0.001570313,0.0007833829,0.0002263254,0.000227712,0.001573433,0.00005259159],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004166675,"about_ca_system_score_gemma":0.01419627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001201075,"about_ca_topic_score_gemma":0.00001022587,"domain_scores_codex":[0.9951726,0.0007678361,0.001802271,0.000415492,0.001151611,0.0006901794],"domain_scores_gemma":[0.9916223,0.0009452747,0.003224447,0.0006588291,0.001866142,0.001682964],"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":[0.015827,0.001816988,0.005338148,0.03777814,0.02175014,0.01247123,0.00007122433,2.142279e-8,0.0003057938,0.0001192695,0.7707679,0.1337541],"study_design_scores_gemma":[0.002526892,0.002122952,0.0006280133,0.04623935,0.009729753,0.001904843,0.00000171653,4.815637e-7,0.00002157312,0.00007954476,0.9364319,0.0003129788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004326818,0.9906946,0.00003772832,0.003812814,0.0001939421,0.001268245,0.002832351,0.00003673322,0.0006909239],"genre_scores_gemma":[0.0007776868,0.993322,0.0002763149,0.002726619,0.000647693,0.00006424006,0.000252262,0.0001259409,0.001807241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.165664,"threshold_uncertainty_score":0.999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876025568952791,"score_gpt":0.3586736336321188,"score_spread":0.329913377942591,"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."}}