{"id":"W2140254855","doi":"10.3747/pdi.2011.00026","title":"Clinical Practice Guidelines and Recommendations on Peritoneal Dialysis Adequacy 2011","year":2011,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa; University of Toronto; Dalhousie University; University of Alberta; McMaster University; Western University","funders":"","keywords":"Nephrology; Medicine; Internal medicine; Peritoneal dialysis; Nova scotia; Family medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01751838,0.0009417775,0.001748028,0.005820625,0.001859204,0.003149915,0.004196246,0.006281744,0.008437724],"category_scores_gemma":[0.05998515,0.0009720464,0.002887058,0.00597772,0.001344938,0.002185613,0.002452237,0.007283742,0.003820912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009168998,"about_ca_system_score_gemma":0.02674478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04912316,"about_ca_topic_score_gemma":0.09274853,"domain_scores_codex":[0.9861007,0.005093437,0.004548692,0.0003658811,0.003289141,0.0006021181],"domain_scores_gemma":[0.9491091,0.01471369,0.00516579,0.0007713637,0.02789096,0.002348992],"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":[0.0001052593,0.0002636014,0.007530028,0.002493284,0.0001481369,0.0003362646,0.0007234336,0.001432597,0.0001883222,0.007297006,0.7376973,0.2417849],"study_design_scores_gemma":[0.0004043923,0.0001272367,0.0302973,0.02402016,0.0003997549,0.001592413,0.001406476,0.002217601,0.0005349567,0.01000666,0.928786,0.000206961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01216126,0.1248473,0.04921348,0.5675887,0.01829879,0.004533669,0.01257581,0.001086073,0.209695],"genre_scores_gemma":[0.1012453,0.1615198,0.5228371,0.1156894,0.005000516,0.00987987,0.03653027,0.0004991382,0.04679868],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04912316,"threshold_uncertainty_score":0.09767449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112276201573232,"score_gpt":0.4177892937428759,"score_spread":0.3065616735855528,"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."}}