{"id":"W1980183806","doi":"10.1016/j.semnephrol.2011.01.010","title":"Offering Peritoneal Dialysis to the Older Patient: Medical Progress or Waste of Time?","year":2011,"lang":"en","type":"article","venue":"Seminars in Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Peritoneal dialysis; Medicine; Nephrology; Intensive care medicine; Dialysis; Hemodialysis; Intrusiveness; Quality of life (healthcare); Home hemodialysis; Internal medicine; Gerontology; Nursing; Psychology","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":[0.0003417621,0.0001260183,0.0003882632,0.0001866863,0.00003124016,0.000003958483,0.0002050762,0.0001043406,0.001958919],"category_scores_gemma":[0.0001174537,0.00007037399,0.0001137807,0.0003690967,0.0002049365,0.00002057712,0.0002432967,0.000131051,0.00005293331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002365738,"about_ca_system_score_gemma":0.00005573654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004751874,"about_ca_topic_score_gemma":0.00007179037,"domain_scores_codex":[0.9986312,0.0001086379,0.0003634968,0.0002472376,0.0003687841,0.0002806073],"domain_scores_gemma":[0.9993058,0.00005821758,0.00007552053,0.0003522287,0.00004485897,0.0001633327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007120735,0.004186127,0.0589046,0.0005580255,0.001508915,0.002718042,0.04002502,0.00009982314,0.002242907,0.0005560145,0.03942725,0.8426526],"study_design_scores_gemma":[0.0183887,0.02042707,0.5743762,0.005982472,0.0064221,0.0006488165,0.01549317,0.02397292,0.02645836,0.0006046632,0.3047025,0.002523116],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993157,0.0004813915,0.00003270479,0.002390937,0.0001289423,0.0004838913,0.000003718416,0.00001627666,0.003305087],"genre_scores_gemma":[0.9965355,0.0001214485,0.0005284278,0.002097655,0.000117345,0.0001083407,0.000009885474,0.00001605403,0.0004653132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8401294,"threshold_uncertainty_score":0.9989534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197010536629395,"score_gpt":0.2557344923638451,"score_spread":0.2437643869975512,"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."}}