{"id":"W2088105522","doi":"10.1093/ndt/gfu177","title":"DIALYSIS. PATHOPHYSIOLOGY AND CLINICAL STUDIES","year":2014,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Pathophysiology; Dialysis; Intensive care medicine; Hemodialysis; 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":[0.001544897,0.0008958662,0.001185203,0.00303094,0.001028509,0.003438555,0.001613186,0.00243189,0.010287],"category_scores_gemma":[0.002925573,0.0004741446,0.0007447657,0.002597269,0.003510082,0.003239276,0.001410516,0.002630012,0.003289413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441772,"about_ca_system_score_gemma":0.001844577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008999663,"about_ca_topic_score_gemma":0.0007037682,"domain_scores_codex":[0.9991183,0.0003298088,0.0001540689,0.0001539245,0.0001456314,0.00009822896],"domain_scores_gemma":[0.9987782,0.000470662,0.0002369975,0.0001230004,0.0002396264,0.0001514219],"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":[0.001500264,0.001650718,0.02299191,0.009719595,0.0001785985,0.009264125,0.001319087,0.0006498314,0.00340716,0.1647643,0.05834902,0.7262053],"study_design_scores_gemma":[0.0003315791,0.001021962,0.03168209,0.004913355,0.0003469928,0.07432231,0.001678409,0.0009375282,0.00306544,0.1159147,0.7656811,0.000104682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009001553,0.9296191,0.001157491,0.01416158,0.002656194,0.0001142521,0.0001950875,0.00006553398,0.04302917],"genre_scores_gemma":[0.1861282,0.7630625,0.003117483,0.009142303,0.01638043,0.0003648894,0.0004022622,0.00006135349,0.02134069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.010287,"threshold_uncertainty_score":0.0344134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162450124637936,"score_gpt":0.3158865620290507,"score_spread":0.2942620607826714,"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."}}