{"id":"W3083863072","doi":"10.1038/s41581-020-00351-w","title":"Wait and see approach for dialysis in acute kidney injury","year":2020,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Dialysis; Acute kidney injury; Intensive care medicine; Critically ill; 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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001582041,0.001009115,0.00885004,0.0008475847,0.00007991673,0.00003451582,0.0006422167,0.003508061,0.0001987888],"category_scores_gemma":[0.003110823,0.0007001092,0.001429806,0.001678021,0.000252062,0.00008898251,0.0004319365,0.00524646,0.0001423034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953396,"about_ca_system_score_gemma":0.001328611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003586089,"about_ca_topic_score_gemma":9.559936e-7,"domain_scores_codex":[0.9944257,0.001011026,0.001663175,0.001579886,0.0003872708,0.0009329065],"domain_scores_gemma":[0.9968446,0.0003479671,0.0006178888,0.001079692,0.0001383859,0.0009714309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001757012,0.0000762393,0.00001087915,0.04248622,0.0007926823,0.00007454721,0.00002418659,7.832984e-10,0.000005709764,0.0001164183,0.2872304,0.6690071],"study_design_scores_gemma":[0.0009952616,0.0005552309,0.000003686433,0.003730566,0.00701951,0.0005854602,0.000001515589,0.00002880332,7.658766e-7,0.00003628152,0.9865727,0.0004701484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.272447e-7,0.9835733,0.0001474486,0.003538298,0.0001883325,0.009718748,0.001506957,0.00006243533,0.001264129],"genre_scores_gemma":[3.746806e-7,0.9638054,0.01166887,0.01389711,0.001056482,0.003956216,0.004619959,0.0001652829,0.0008303113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6993424,"threshold_uncertainty_score":0.999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0457613938108402,"score_gpt":0.402714854935525,"score_spread":0.3569534611246848,"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."}}