{"id":"W1995972457","doi":"10.1093/ndt/gfu148","title":"CKD PATHOPHYSIOLOGY AND CLINICAL STUDIES","year":2014,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"İstanbul Medeniyet Üniversitesi","keywords":"Medicine; Pathophysiology; Intensive care medicine; Kidney disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003393081,0.0003535958,0.0008237475,0.003119242,0.0007654972,0.002023033,0.0005462018,0.0007329328,0.01016663],"category_scores_gemma":[0.006974735,0.0001837035,0.0003999856,0.004051715,0.0007186462,0.0009646367,0.001453275,0.0006843855,0.001606364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145303,"about_ca_system_score_gemma":0.003609798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786045,"about_ca_topic_score_gemma":0.002729937,"domain_scores_codex":[0.9976295,0.00106922,0.0003879153,0.0003029321,0.0004738117,0.000136727],"domain_scores_gemma":[0.9970729,0.0007370507,0.0008093156,0.0001692239,0.0008332948,0.0003781274],"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":[0.002354714,0.001009214,0.2710107,0.02180819,0.00116455,0.001389942,0.00137094,0.0003421084,0.001351231,0.02882491,0.09788691,0.5714865],"study_design_scores_gemma":[0.0006355041,0.0009207171,0.347926,0.01546452,0.001056945,0.00512591,0.001558662,0.000489714,0.000769456,0.01581642,0.6101571,0.00007900537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06494736,0.8108138,0.002340246,0.022748,0.002474508,0.001247641,0.005314379,0.000114633,0.08999935],"genre_scores_gemma":[0.5688521,0.3836622,0.005721698,0.0089426,0.00637088,0.002427757,0.005981718,0.00005902423,0.01798189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01016663,"threshold_uncertainty_score":0.03401071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4213288637432857,"score_gpt":0.5474079944519107,"score_spread":0.126079130708625,"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."}}