{"id":"W2012154800","doi":"10.1007/s11255-010-9848-y","title":"Encapsulating peritoneal sclerosis: a single-center experience and review of the literature","year":2010,"lang":"en","type":"review","venue":"International Urology and Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Nephrology; Internal medicine; Center (category theory); Peritoneal dialysis; Multiple sclerosis; Medical physics; General surgery; Intensive care medicine; Oncology; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001704822,0.0002067415,0.0008543378,0.0001165608,0.00005093302,0.00001491094,0.0001874417,0.0003020689,0.0001268366],"category_scores_gemma":[0.0001563258,0.0001191221,0.0002618349,0.000115518,0.0003900377,0.00003509155,0.0002753026,0.0004542961,0.000002614158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001277483,"about_ca_system_score_gemma":0.00004449531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000204702,"about_ca_topic_score_gemma":0.000002234787,"domain_scores_codex":[0.9987661,0.0001532598,0.0004557303,0.0003337637,0.00015028,0.0001408147],"domain_scores_gemma":[0.9992141,0.00008941319,0.0003091274,0.0002288826,0.00009611179,0.00006239508],"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":[0.00009164602,0.0003442797,0.0005337333,0.03059681,0.0008725772,0.00006187092,0.0003743344,5.909396e-8,0.0001395929,0.002695572,0.001152126,0.9631374],"study_design_scores_gemma":[0.0002702677,0.0001043461,0.0007566868,0.02122059,0.0008838739,0.0006261599,0.000003489644,0.000006306097,9.760741e-7,0.00004467896,0.975994,0.00008862023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001766097,0.9941493,0.000002512301,0.00208027,0.0004879933,0.0004362932,0.00003556048,0.000007879167,0.001034111],"genre_scores_gemma":[0.002850723,0.9901009,0.00005517078,0.006487905,0.0002286657,0.00008084381,0.00006342353,0.00001255243,0.0001198153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9748419,"threshold_uncertainty_score":0.4857658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083709329562099,"score_gpt":0.30977446244862,"score_spread":0.278937369152999,"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."}}