{"id":"W3200085798","doi":"10.1111/sdi.13016","title":"Survival and kidney recovery among recipients of continuous renal replacement therapy","year":2021,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Renal replacement therapy; Acute kidney injury; Dialysis; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008707405,0.00015372,0.0005973321,0.0002676579,0.00003567504,0.00001877796,0.0001052274,0.0001302783,0.000853547],"category_scores_gemma":[0.002048364,0.0001412955,0.0001363028,0.0007334879,0.0001704727,0.00008129408,0.0001444467,0.0002506175,0.000005199676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167424,"about_ca_system_score_gemma":0.0002760547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001544158,"about_ca_topic_score_gemma":0.00004224485,"domain_scores_codex":[0.9979984,0.000227871,0.0004596516,0.0004307415,0.0005712148,0.0003121182],"domain_scores_gemma":[0.9985808,0.0002181032,0.0001249982,0.000573102,0.00021443,0.0002886104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001633306,0.0003604528,0.898749,0.00004794376,0.0004145716,0.000218691,0.0005084199,8.18067e-7,0.03843227,0.000009198497,0.03214836,0.02747699],"study_design_scores_gemma":[0.01968251,0.003204277,0.4608141,0.002421953,0.000531403,0.0001181712,0.003098203,0.0003742466,0.459018,0.0004430075,0.04946421,0.0008299569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899831,0.0009959245,0.00002854647,0.001252932,0.0001984126,0.0002748429,0.00008175638,0.0000154884,0.00716903],"genre_scores_gemma":[0.9747663,0.009292752,0.002073607,0.0005709515,0.0001560145,0.00008265912,0.0003604573,0.00004726092,0.01265005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4379349,"threshold_uncertainty_score":0.9345741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800809318862898,"score_gpt":0.3016684156220159,"score_spread":0.2836603224333869,"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."}}