{"id":"W4244953315","doi":"10.4061/2011/218974","title":"Peritoneal Dialysis","year":2011,"lang":"en","type":"article","venue":"International Journal of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care 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":[0.0003163916,0.0002396946,0.0003240229,0.000319872,0.0007748503,0.0008402935,0.0003713987,0.0003335645,0.05841352],"category_scores_gemma":[0.0009099056,0.00006128741,0.0005146605,0.0004315517,0.0001865323,0.0003859648,0.0006117742,0.0007690646,0.01350415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003804311,"about_ca_system_score_gemma":0.0007792231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004320063,"about_ca_topic_score_gemma":0.000578334,"domain_scores_codex":[0.9997757,0.00003726366,0.00002582412,0.00004324087,0.00006289626,0.00005504146],"domain_scores_gemma":[0.999645,0.00004460169,0.00005436623,0.00005720404,0.0000733829,0.0001254931],"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":[0.001964023,0.001574009,0.06250911,0.001285915,0.0003782025,0.0058218,0.0003403604,0.0003047911,0.008799228,0.01756439,0.200816,0.6986421],"study_design_scores_gemma":[0.0004144927,0.0007320513,0.04700412,0.0003750309,0.0001790844,0.01527491,0.0001779847,0.0003778629,0.002930454,0.00564834,0.926861,0.00002465222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.148422,0.02401557,0.009179098,0.01170426,0.003603606,0.0006384143,0.003988348,0.000814019,0.7976347],"genre_scores_gemma":[0.6941451,0.0111314,0.005619782,0.01091599,0.002183181,0.0003810403,0.004748683,0.0001141971,0.2707606],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05841352,"threshold_uncertainty_score":0.1954127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575734310497969,"score_gpt":0.2855508428555109,"score_spread":0.2597934997505312,"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."}}