{"id":"W2185303555","doi":"10.1177/089686080502503s24","title":"Impact of Peritoneal Dialysis Dose Guidelines on Clinical Outcomes","year":2005,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Peritoneal dialysis; Randomized controlled trial; Observational study; Adverse effect; Kidney disease; Urology; Intensive care medicine; Renal function; Dialysis; Clinical trial; 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":[0.04001264,0.0002855631,0.0008840886,0.00154384,0.0003452436,0.002854374,0.001196777,0.001238419,0.002008539],"category_scores_gemma":[0.2514165,0.0001702517,0.001182201,0.002577259,0.0005460282,0.001554791,0.001238745,0.001940662,0.0001917031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004298992,"about_ca_system_score_gemma":0.006769805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005551788,"about_ca_topic_score_gemma":0.007200285,"domain_scores_codex":[0.9443164,0.0336045,0.00809626,0.001708452,0.01132745,0.0009469523],"domain_scores_gemma":[0.7143855,0.1705419,0.07232673,0.004013761,0.03506872,0.00366345],"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":[0.00215125,0.0005283863,0.2848966,0.01026266,0.002971846,0.0002590829,0.0006283756,0.005100545,0.0001794289,0.01394302,0.04722652,0.6318523],"study_design_scores_gemma":[0.001795705,0.004100139,0.6999701,0.04936492,0.008287148,0.001104091,0.002242932,0.009355105,0.001491142,0.02518416,0.1968289,0.0002756431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1901551,0.4769873,0.006757125,0.2763468,0.004731719,0.00057763,0.004931291,0.0001598282,0.03935314],"genre_scores_gemma":[0.895367,0.06917343,0.006357208,0.02353315,0.002945603,0.0003772692,0.001508468,0.00006445169,0.0006733804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04001264,"threshold_uncertainty_score":0.2116096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06970557169650324,"score_gpt":0.4449469196450803,"score_spread":0.375241347948577,"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."}}