{"id":"W4328008626","doi":"10.1007/978-3-030-62087-5_20","title":"Noninfectious Complications of Peritoneal Dialysis","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Kingston Health Sciences Centre","funders":"","keywords":"Peritoneal dialysis; Medicine; 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":[0.0003205399,0.0004802416,0.0003983856,0.0006548423,0.0005159874,0.001213949,0.0005283386,0.0007370653,0.02476856],"category_scores_gemma":[0.001008304,0.0001618252,0.0003258621,0.0005877108,0.0004762791,0.0007600427,0.0007660975,0.001592045,0.005261838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000598328,"about_ca_system_score_gemma":0.0008796167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001595095,"about_ca_topic_score_gemma":0.006444557,"domain_scores_codex":[0.9998485,0.0000455618,0.000009412751,0.000008081138,0.00007412625,0.00001434674],"domain_scores_gemma":[0.9997192,0.0001856391,0.00001651694,0.00001200318,0.00004417802,0.00002240815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002648959,0.0001093308,0.0004098961,0.0006835926,0.000008848201,0.0007233965,0.0004121099,0.0004657022,0.0003835978,0.05531089,0.6028599,0.3386063],"study_design_scores_gemma":[0.000003075136,0.00002516278,0.00124157,0.0005375302,0.000005394326,0.001849721,0.00009384282,0.0001255016,0.0001135241,0.01349747,0.9825009,0.00000628809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001318198,0.1511149,0.003572248,0.006998051,0.006984902,0.00006023304,0.000138285,0.0001019596,0.8297113],"genre_scores_gemma":[0.009366151,0.1164025,0.003187405,0.006007086,0.006211958,0.00008213462,0.0002045047,0.0000922328,0.8584461],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02476856,"threshold_uncertainty_score":0.0828591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662947393748499,"score_gpt":0.2721149636763628,"score_spread":0.2454854897388778,"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."}}