{"id":"W4307642094","doi":"10.1097/mcc.0000000000000989","title":"Editorial: Renal system section in current opinion in critical care: pathways forward for innovation in acute kidney injury","year":2022,"lang":"en","type":"editorial","venue":"Current Opinion in Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Section (typography); Family medicine; Health care; MEDLINE","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002526886,0.001021267,0.001914935,0.004059717,0.0002127566,0.000185549,0.0007349774,0.002213392,0.00009484105],"category_scores_gemma":[0.03332226,0.001136447,0.0003782839,0.003555245,0.0003236472,0.0005446053,0.0007178214,0.008740663,0.00001660759],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01078806,"about_ca_system_score_gemma":0.006167409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001782576,"about_ca_topic_score_gemma":0.00001971194,"domain_scores_codex":[0.9878992,0.001069193,0.0031923,0.002194754,0.003839809,0.001804768],"domain_scores_gemma":[0.9924381,0.002312674,0.0002765252,0.0009929364,0.003235431,0.0007442989],"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":[0.003015916,0.0007098867,0.00159928,0.04605555,0.00002044366,0.0000155719,0.001509508,0.000002081812,0.0000562147,0.002938904,0.9401003,0.003976389],"study_design_scores_gemma":[0.007531886,0.002093421,0.0001800725,0.01600911,0.00008609701,0.000008298423,0.003265017,0.0003379475,0.00003972618,0.0003644341,0.9691154,0.0009685716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001754887,0.004054849,0.0003078319,0.001157715,0.9708969,0.003945228,0.0192006,0.0001641051,0.00009731195],"genre_scores_gemma":[0.01207013,0.001157419,0.0001388059,0.00002582679,0.9246866,0.006577727,0.05511478,0.0002236141,0.000005107235],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04621028,"threshold_uncertainty_score":0.9994667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128494924498745,"score_gpt":0.4746258585792825,"score_spread":0.3617763661294079,"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."}}