{"id":"W4328007646","doi":"10.1007/978-3-030-62087-5_8","title":"Animal Models for Peritoneal Dialysis Research","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital","funders":"","keywords":"Peritoneal dialysis; Medicine; Animal model; Dialysis; Peritoneum; Treatment modality; Intensive care medicine; Internal medicine; Surgery","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":[0.000418353,0.0007523134,0.0004931199,0.000967762,0.0003313775,0.001209635,0.0007987737,0.001081586,0.02562499],"category_scores_gemma":[0.0002601363,0.0003067477,0.0003686502,0.0005391958,0.0005312478,0.001247842,0.0006194935,0.002379004,0.0108877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004470914,"about_ca_system_score_gemma":0.0003241595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006229304,"about_ca_topic_score_gemma":0.002613903,"domain_scores_codex":[0.9998952,0.00002167855,0.000005297855,0.00001253455,0.00005863517,0.000006673233],"domain_scores_gemma":[0.9998519,0.00008588195,0.000009345431,0.00001856917,0.00002117285,0.00001302941],"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":[0.0001259034,0.0003601982,0.0001748716,0.001460825,0.00003088977,0.0005898176,0.0002654835,0.001457973,0.0615227,0.2012741,0.3196977,0.4130395],"study_design_scores_gemma":[0.000006636722,0.00004726045,0.0001107078,0.0002105654,0.00001489574,0.0004757313,0.00002482538,0.0002602905,0.003693669,0.01578407,0.9793641,0.000007212302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.004792972,0.1999916,0.09542402,0.006382556,0.005680234,0.0002447022,0.002217915,0.001281845,0.6839842],"genre_scores_gemma":[0.0120407,0.1452741,0.0484985,0.003927944,0.0009462122,0.0004268723,0.001966094,0.0005174532,0.7864023],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02562499,"threshold_uncertainty_score":0.08572412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1750277941451817,"score_gpt":0.3780699968570203,"score_spread":0.2030422027118386,"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."}}