{"id":"W1935857598","doi":"10.1111/j.1476-4431.2011.00679.x","title":"A clinical review of peritoneal dialysis","year":2011,"lang":"en","type":"review","venue":"Journal of Veterinary Emergency and Critical Care","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Dialysis; Acute kidney injury; Guideline; Surgery; Internal medicine; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007428002,0.0003118208,0.003422525,0.0002080799,0.00003919854,0.000006032821,0.0001958382,0.0002010809,0.001615314],"category_scores_gemma":[0.0006761732,0.0001983736,0.003120533,0.0002470388,0.0001713135,0.00006762962,0.0001526076,0.0004846082,0.000007898569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002795157,"about_ca_system_score_gemma":0.0001855586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002652325,"about_ca_topic_score_gemma":1.576036e-7,"domain_scores_codex":[0.9960985,0.000442476,0.002596237,0.0002605763,0.0004015851,0.0002006616],"domain_scores_gemma":[0.9978672,0.0001087786,0.0006223663,0.0003277628,0.0006434141,0.0004304717],"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":[0.00006491417,0.0002854934,0.00002778902,0.3961672,0.0005751746,0.0005261639,0.0000444531,1.72206e-9,1.988765e-7,0.0001154665,0.001326888,0.6008663],"study_design_scores_gemma":[0.0001727249,0.00278034,0.0001321104,0.1335905,0.01972646,0.0004853574,0.0001007727,1.75886e-7,5.894697e-8,0.00001740021,0.8428262,0.0001678801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001003211,0.9962171,0.00001304478,0.00008697071,0.0008380252,0.0002648699,0.00004211348,0.000004200961,0.002433299],"genre_scores_gemma":[0.0006264212,0.9981725,0.0003216116,0.0001048759,0.0006493145,0.00001127632,0.00002529901,0.00002816203,0.00006053191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8414993,"threshold_uncertainty_score":0.9992973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1597503167796382,"score_gpt":0.4746285364201971,"score_spread":0.314878219640559,"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."}}