{"id":"W2063540054","doi":"10.1046/j.1492-7535.2003.01244.x","title":"Indicators for Recovery of Renal Function","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Renal function; Creatinine; Hemodialysis; Nephropathy; Internal medicine; Urology; Anasarca; Kidney disease; Surgery; Gastroenterology; Endocrinology; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002411892,0.000643865,0.00077899,0.002695751,0.0004014238,0.0009811855,0.0005878807,0.0005897856,0.002781213],"category_scores_gemma":[0.006219438,0.00009657479,0.0006208287,0.001469834,0.0003658646,0.0007523459,0.001043293,0.001155054,0.0007513242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006299306,"about_ca_system_score_gemma":0.0005445292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650559,"about_ca_topic_score_gemma":0.001425183,"domain_scores_codex":[0.9982411,0.0005450878,0.0003184698,0.0001570762,0.0005005765,0.0002377119],"domain_scores_gemma":[0.9941268,0.0008929452,0.002694302,0.0002230292,0.001272364,0.0007905682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003996241,0.0001710228,0.976116,0.00012518,0.0001061234,0.00008902735,0.0001391379,0.0003890974,0.0005745309,0.0002368211,0.00171014,0.0199432],"study_design_scores_gemma":[0.00002256899,0.0008853577,0.9929326,0.00007731534,0.00007016217,0.0006509646,0.0002243764,0.00107299,0.0006210458,0.0002659159,0.003150424,0.00002623702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539832,0.008467291,0.007182715,0.0008861835,0.0001496016,0.0004488236,0.006315713,0.0004595975,0.02210696],"genre_scores_gemma":[0.9893777,0.0009724417,0.004517974,0.0001508973,0.00005950784,0.0001803861,0.003012858,0.00002271656,0.001705604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002781213,"threshold_uncertainty_score":0.01275545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333810997135098,"score_gpt":0.2617164774974131,"score_spread":0.2483783675260621,"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."}}