{"id":"W2051304553","doi":"10.1046/j.1525-139x.2001.00071.x","title":"Past, Present, and Future of Quantified Peritoneal Dialysis","year":2001,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006167758,0.0004188752,0.0007659507,0.001472595,0.0007976062,0.00406888,0.0009962062,0.002498219,0.004674016],"category_scores_gemma":[0.007020905,0.0001860675,0.0004893981,0.001738625,0.004961861,0.006058834,0.002490803,0.004266247,0.001050659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002869064,"about_ca_system_score_gemma":0.003266903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001561314,"about_ca_topic_score_gemma":0.001493083,"domain_scores_codex":[0.9980411,0.0008289415,0.0001819726,0.0002675117,0.0005335476,0.0001470154],"domain_scores_gemma":[0.9941591,0.002875097,0.0004723849,0.0003522645,0.00129434,0.0008467299],"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":[0.000173338,0.00008330827,0.00216375,0.003352318,0.00004303566,0.000238526,0.0007577965,0.0005249145,0.000806886,0.1323567,0.0651665,0.794333],"study_design_scores_gemma":[0.00001312981,0.0001137858,0.002685852,0.00309122,0.00002715542,0.001053787,0.000689949,0.0003666821,0.0002818953,0.05021288,0.9414195,0.00004410291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008623719,0.9379211,0.001095258,0.05181217,0.00277495,0.000004374745,0.00003565423,0.00002971676,0.0054644],"genre_scores_gemma":[0.0334603,0.9374561,0.002686082,0.01398155,0.009840489,0.00002214307,0.00005092535,0.00002942225,0.002472935],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006167758,"threshold_uncertainty_score":0.03261858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714461283476977,"score_gpt":0.3243574354073959,"score_spread":0.2972128225726261,"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."}}